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project,language,languages,category,section,section_slug,last_commit,stars,url,description,github,cran,pypi,commercial,repo
numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,32621,https://www.numpy.org,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy
scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,14963,https://www.scipy.org,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy
pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,49586,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas
polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,39534,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars
numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,32630,https://www.numpy.org,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy
scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,14968,https://www.scipy.org,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy
pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,49591,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas
polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,39542,https://docs.pola.rs/,Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars),True,False,False,False,pola-rs/polars
quantdsl,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2017-10-26,384,https://github.com/johnbywater/quantdsl,Domain specific language for quantitative analytics in finance and trading.,True,False,False,False,johnbywater/quantdsl
statistics,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,,0,https://docs.python.org/3/library/statistics.html,Builtin Python library for all basic statistical calculations.,False,False,False,False,
sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-27,14896,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy
pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-16,9728,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc
sympy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,14898,https://www.sympy.org/,SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy),True,False,False,False,sympy/sympy
pymc3,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-16,9731,https://docs.pymc.io/,Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc),True,False,False,False,pymc-devs/pymc
modelx,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-27,134,https://docs.modelx.io/,Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas. [GitHub](https://github.com/fumitoh/modelx),True,False,False,False,fumitoh/modelx
ArcticDB,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,2494,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
ArcticDB,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,2497,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
CRNG,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-04-12,9,https://github.com/brotto/crng,"Contingency Random Number Generator that produces random numbers with real financial market statistical signatures (fat tails, volatility clustering, kurtosis). Matches 86% of real market metrics vs 14% for NumPy.",True,False,False,False,brotto/crng
xts,R,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-02-27,224,https://github.com/joshuaulrich/xts,"eXtensible Time Series: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability.",True,False,False,False,joshuaulrich/xts
data.table,R,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-24,3914,https://github.com/Rdatatable/data.table,"Extension of data.frame: Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread). Offers a natural and flexible syntax, for faster development.",True,False,False,False,Rdatatable/data.table
@@ -23,25 +23,25 @@ Temporal.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Librarie
DataFrames.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-23,1831,https://github.com/JuliaData/DataFrames.jl,In-memory tabular data in Julia.,True,False,False,False,JuliaData/DataFrames.jl
TSFrames.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2024-06-18,101,https://github.com/xKDR/TSFrames.jl,Handle timeseries data on top of the powerful and mature DataFrames.jl.,True,False,False,False,xKDR/TSFrames.jl
TimeArrays.jl,Julia,Julia,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-07-03,40,https://github.com/bhftbootcamp/TimeArrays.jl,Time series handling for Julia.,True,False,False,False,bhftbootcamp/TimeArrays.jl
jacobian,Python,"Python,MCP",Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-28,78,https://github.com/morluto/jacobian,"Exact computation and conjecture testing across polynomial maps, linear algebra, and graph algorithms for agent-driven mathematical research.",True,False,False,False,morluto/jacobian
PyQL,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-07-16,1336,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql
jacobian,Python,"Python,MCP",Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-08-29,82,https://github.com/morluto/jacobian,"Exact computation and conjecture testing across polynomial maps, linear algebra, and graph algorithms for agent-driven mathematical research.",True,False,False,False,morluto/jacobian
PyQL,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-07-16,1337,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql
pyfin,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2014-12-03,318,https://github.com/opendoor-labs/pyfin,Basic options pricing in Python. *ARCHIVED*.,True,False,False,False,opendoor-labs/pyfin
vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-01,1016,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib
py_vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-04-30,427,https://github.com/vollib/py_vollib,vollib Python implementation.,True,False,False,False,vollib/py_vollib
vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-01,1017,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib
py_vollib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-04-30,428,https://github.com/vollib/py_vollib,vollib Python implementation.,True,False,False,False,vollib/py_vollib
vanilla-option-pricers,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-28,14,https://github.com/ArturSepp/VanillaOptionPricers,"Fast, vectorised Black-Scholes-Merton and Bachelier pricers and implied volatility fitters, including inverse options for crypto derivatives.",True,False,False,False,ArturSepp/VanillaOptionPricers
StochVolModels,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-28,234,https://github.com/ArturSepp/StochVolModels,"Pricing analytics and Monte Carlo simulation for stochastic volatility models, including the log-normal SV model and the Heston model.",True,False,False,False,ArturSepp/StochVolModels
QuantPy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-28,1051,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy
Finance-Python,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2024-01-01,911,https://github.com/alpha-miner/Finance-Python,Python tools for Finance.,True,False,False,False,alpha-miner/Finance-Python
ffn,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-13,2636,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn
ffn,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-13,2637,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn
pynance,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2021-02-03,474,https://github.com/GriffinAustin/pynance,Lightweight Python library for assembling and analyzing financial data.,True,False,False,False,GriffinAustin/pynance
tia,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-06-05,428,https://github.com/bpsmith/tia,Toolkit for integration and analysis.,True,False,False,False,bpsmith/tia
pysabr,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-04-21,623,https://github.com/ynouri/pysabr,SABR model Python implementation.,True,False,False,False,ynouri/pysabr
FinancePy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-22,3115,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,False,False,domokane/FinancePy
gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-26,12782,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant
FinancePy,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-22,3117,https://github.com/domokane/FinancePy,"A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives.",True,False,False,False,domokane/FinancePy
gs-quant,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-26,12811,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance.,True,False,False,False,goldmansachs/gs-quant
willowtree,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2018-07-14,381,https://github.com/federicomariamassari/willowtree,Robust and flexible Python implementation of the willow tree lattice for derivatives pricing.,True,False,False,False,federicomariamassari/willowtree
financial-engineering,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-11-20,543,https://github.com/federicomariamassari/financial-engineering,"Applications of Monte Carlo methods to financial engineering projects, in Python.",True,False,False,False,federicomariamassari/financial-engineering
optlib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-11-18,1630,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,False,False,dbrojas/optlib
tf-quant-finance,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-06,5485,https://github.com/google/tf-quant-finance,High-performance TensorFlow library for quantitative finance.,True,False,False,False,google/tf-quant-finance
optlib,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2022-11-18,1631,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,False,False,dbrojas/optlib
tf-quant-finance,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-08-06,5486,https://github.com/google/tf-quant-finance,High-performance TensorFlow library for quantitative finance.,True,False,False,False,google/tf-quant-finance
Q-Fin,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2023-04-07,652,https://github.com/RomanMichaelPaolucci/Q-Fin,A Python library for mathematical finance.,True,False,False,False,RomanMichaelPaolucci/Q-Fin
Quantsbin,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2021-05-23,649,https://github.com/quantsbin/Quantsbin,"Tools for pricing and plotting of vanilla option prices, greeks and various other analysis around them.",True,False,False,False,quantsbin/Quantsbin
finoptions,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2024-02-01,299,https://github.com/bbcho/finoptions-dev,Complete python implementation of R package fOptions with partial implementation of fExoticOptions for pricing various options.,True,False,False,False,bbcho/finoptions-dev
@@ -108,9 +108,9 @@ Ffinar,Haskell,Haskell,Financial Instruments & Pricing,Financial Instruments & P
QuantScale,Scala,Scala,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2014-01-14,51,https://github.com/choucrifahed/quantscale,Scala Quantitative Finance Library.,True,False,False,False,choucrifahed/quantscale
Scala Quant,Scala,Scala,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2017-05-06,10,https://github.com/frankcash/Scala-Quant,Scala library for working with stock data from IFTTT recipes or Google Finance.,True,False,False,False,frankcash/Scala-Quant
QuantMath,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2020-05-28,408,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk.,True,False,False,False,MarcusRainbow/QuantMath
RustQuant,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-01-14,1814,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
RustQuant,Rust,Rust,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-01-14,1815,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
QoX,Python,Python,Financial Instruments & Pricing,Financial Instruments & Pricing,financial-instruments-pricing,2026-06-11,4,https://github.com/bboutelje/qox-python-samples,Finite difference pricing library written in Rust.,True,False,False,False,bboutelje/qox-python-samples
pandas_talib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2018-05-30,787,https://github.com/femtotrader/pandas_talib,A Python Pandas implementation of technical analysis indicators.,True,False,False,False,femtotrader/pandas_talib
pandas_talib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2018-05-30,786,https://github.com/femtotrader/pandas_talib,A Python Pandas implementation of technical analysis indicators.,True,False,False,False,femtotrader/pandas_talib
finta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2022-07-24,2264,https://github.com/peerchemist/finta,Common financial technical analysis indicators implemented in Pandas.,True,False,False,False,peerchemist/finta
Tulipy,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2019-04-11,93,https://github.com/cirla/tulipy,Financial Technical Analysis Indicator Library (Python bindings for [tulipindicators](https://github.com/TulipCharts/tulipindicators)).,True,False,False,False,cirla/tulipy
lppls,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-05-30,474,https://github.com/Boulder-Investment-Technologies/lppls,A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model.,True,False,False,False,Boulder-Investment-Technologies/lppls
@@ -118,7 +118,7 @@ talipp,Python,Python,Technical Indicators,Technical Indicators,technical-indicat
streaming_indicators,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2025-04-27,153,https://github.com/mr-easy/streaming_indicators,A python library for computing technical analysis indicators on streaming data.,True,False,False,False,mr-easy/streaming_indicators
QuantWave,Python,"Python,Rust,Polars",Technical Indicators,Technical Indicators,technical-indicators,2026-08-23,12,https://github.com/lavs9/quantwave,"Polars-native technical analysis and backtesting with bit-identical batch and streaming parity, plus an agent skill for consistent research-to-live strategy code.",True,False,False,False,lavs9/quantwave
TA-Lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-07-16,12218,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib (<http://ta-lib.org/>).,True,False,False,False,mrjbq7/ta-lib
ta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-18,5180,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python).,True,False,False,False,bukosabino/ta
ta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-18,5181,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python).,True,False,False,False,bukosabino/ta
bta-lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2020-03-11,502,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib
TuneTA,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2023-10-13,462,https://github.com/jmrichardson/tuneta,TuneTA optimizes technical indicators using a distance correlation measure to a user defined target feature such as next day return.,True,False,False,False,jmrichardson/tuneta
TTR,R,R,Technical Indicators,Technical Indicators,technical-indicators,2026-02-28,349,https://github.com/joshuaulrich/TTR,Technical Trading Rules.,True,False,False,False,joshuaulrich/TTR
@@ -130,13 +130,13 @@ OnlineTechnicalIndicators.jl,Julia,Julia,Technical Indicators,Technical Indicato
ta4j,Java,Java,Technical Indicators,Technical Indicators,technical-indicators,2026-08-25,2484,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j
IndicatorTS,JavaScript,JavaScript,Technical Indicators,Technical Indicators,technical-indicators,2026-08-20,468,https://github.com/cinar/indicatorts,"Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicatorts
orderflow,JavaScript,JavaScript,Technical Indicators,Technical Indicators,technical-indicators,2025-03-31,81,https://github.com/focus1691/orderflow,Orderflow trade aggregator for building Footprint Candles from exchange websocket data.,True,False,False,False,focus1691/orderflow
IndicatorGo,Golang,Golang,Technical Indicators,Technical Indicators,technical-indicators,2026-08-22,1485,https://github.com/cinar/indicator,"IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicator
IndicatorGo,Golang,Golang,Technical Indicators,Technical Indicators,technical-indicators,2026-08-22,1540,https://github.com/cinar/indicator,"IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading.",True,False,False,False,cinar/indicator
TradeAggregation,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-02-05,119,https://github.com/MathisWellmann/trade_aggregation-rs,Aggregate trades into user-defined candles using information driven rules.,True,False,False,False,MathisWellmann/trade_aggregation-rs
SlidingFeatures,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-06-29,78,https://github.com/MathisWellmann/sliding_features-rs,Chainable tree-like sliding windows for signal processing and technical analysis.,True,False,False,False,MathisWellmann/sliding_features-rs
fin-primitives,Rust,Rust,Technical Indicators,Technical Indicators,technical-indicators,2026-03-23,15,https://github.com/Mattbusel/fin-primitives,"Financial market primitives in Rust: Price/Quantity/Symbol newtypes, BTreeMap order book, OHLCV aggregation, SMA/EMA/RSI indicators, position ledger with PnL, and composable risk monitor.",True,False,False,False,Mattbusel/fin-primitives
Wickra,Rust,"Rust,Python,JavaScript,C++,C#,Golang,Java,R",Technical Indicators,Technical Indicators,technical-indicators,2026-08-28,50,https://github.com/wickra-lib/wickra,"Streaming-first technical-analysis library with a Rust core: 514 indicators updating in O(1) per tick, with bit-exact batch-vs-streaming results.",True,False,False,False,wickra-lib/wickra
Wickra,Rust,"Rust,Python,JavaScript,C++,C#,Golang,Java,R",Technical Indicators,Technical Indicators,technical-indicators,2026-08-29,51,https://github.com/wickra-lib/wickra,"Streaming-first technical-analysis library with a Rust core: 514 indicators updating in O(1) per tick, with bit-exact batch-vs-streaming results.",True,False,False,False,wickra-lib/wickra
wickworks,REST,"REST,MCP",Technical Indicators,Technical Indicators,technical-indicators,2026-08-01,1,https://github.com/psyb0t/docker-wickworks,"Stateless OHLC analyzer: POST bars and requested indicators, get back RSI/MACD/Bollinger/ADX/ATR/VWAP/Ichimoku plus smart-money-concept primitives (order blocks, FVGs, BOS/CHoCH, swing structure). No database, no AI signals.",True,False,False,False,psyb0t/docker-wickworks
orderbook,Go,"Go,WebAssembly",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,14,https://github.com/intrepidkarthi/orderbook,"Embeddable limit order book and matching engine with integer-exact pricing, a single-writer core and write-ahead-log crash recovery, plus a microstructure research harness whose order-flow-imbalance, Kyle's lambda and CVD studies are measured against simulator ground truth.",True,False,False,False,intrepidkarthi/orderbook
orderbook,Go,"Go,WebAssembly",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,15,https://github.com/intrepidkarthi/orderbook,"Embeddable limit order book and matching engine with integer-exact pricing, a single-writer core and write-ahead-log crash recovery, plus a microstructure research harness whose order-flow-imbalance, Kyle's lambda and CVD studies are measured against simulator ground truth.",True,False,False,False,intrepidkarthi/orderbook
ERN-WO Options Backtester,Java,"Java,Spring Boot",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-16,7,https://github.com/Javier-Garzo/ern-wo-options-backtester,Streaming backtesting engine for short-duration index options with conservative five-minute execution modeling and reproducible Early Retirement Now and WealthyOption strategy replication results.,True,False,False,False,Javier-Garzo/ern-wo-options-backtester
midas-core,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-21,0,https://github.com/w2ur/midas-core,Multi-agent paper-trading framework where LLM agents author orders and a separate broker process enforces fifteen fill-time safety rails; each fill is stamped with the git commit it executed against for reproducibility.,True,False,False,False,w2ur/midas-core
Manifold-BT,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,26,https://github.com/manifoldbt/manifoldbt,"High-performance Rust-powered backtesting engine for quantitative research with parameter sweeps, walk-forward and Monte Carlo.",True,False,False,False,manifoldbt/manifoldbt
@@ -146,35 +146,35 @@ honest-signals,Python,Python,Trading & Backtesting,Trading & Backtesting,trading
rulelint,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-11,0,https://github.com/momoddo/rulelint,"Linter for mechanical trading-rule conditions: replays every condition over historical bars to catch look-ahead levels, dead branches that can never fire, and regime-drifted absolute thresholds before you trust a backtest.",True,False,False,False,momoddo/rulelint
FAIG,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-16,156,https://github.com/tg12/FAIG,"Fully automated trading bot for the IG Index platform (spread betting and CFDs), supporting demo and live accounts.",True,False,False,False,tg12/FAIG
quantify,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-30,5,https://github.com/Zhanghanser/quantify,"Binance-style trading terminal with multi-strategy backtesting and a real-time, signal-only decision desk for crypto, A-shares, and US stocks.",True,False,False,False,Zhanghanser/quantify
purgedcv,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,28,https://github.com/eslazarev/purged-cross-validation,"scikit-learn-compatible purged, group-purged, and combinatorial purged (CPCV) cross-validation, walk-forward splitting, and backtest-overfitting statistics (deflated and probabilistic Sharpe ratios, PBO, minimum backtest length) to prevent leakage and overfitting when backtesting trading strategies.",True,False,False,False,eslazarev/purged-cross-validation
AlgoVault,TypeScript,TypeScript,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,7,https://github.com/AlgoVaultLabs/crypto-quant-signal-mcp,"MCP server returning composite crypto trade verdicts (direction, confidence, regime) across 5 perpetual-futures venues, with cross-venue funding-rate arbitrage and an on-chain Merkle-verified track record. Free tier.",True,False,False,False,AlgoVaultLabs/crypto-quant-signal-mcp
purgedcv,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,29,https://github.com/eslazarev/purged-cross-validation,"scikit-learn-compatible purged, group-purged, and combinatorial purged (CPCV) cross-validation, walk-forward splitting, and backtest-overfitting statistics (deflated and probabilistic Sharpe ratios, PBO, minimum backtest length) to prevent leakage and overfitting when backtesting trading strategies.",True,False,False,False,eslazarev/purged-cross-validation
AlgoVault,TypeScript,TypeScript,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,7,https://github.com/AlgoVaultLabs/crypto-quant-signal-mcp,"MCP server returning composite crypto trade verdicts (direction, confidence, regime) across 5 perpetual-futures venues, with cross-venue funding-rate arbitrage and an on-chain Merkle-verified track record. Free tier.",True,False,False,False,AlgoVaultLabs/crypto-quant-signal-mcp
alpha-forge-mcp,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-21,1,https://github.com/alforge-labs/alpha-forge-mcp,"MCP server wrapping the AlphaForge CLI for AI-agent-native backtesting, Optuna TPE optimization, and walk-forward testing of trading strategies from Claude Desktop, Cursor, or Claude Code.",True,False,False,False,alforge-labs/alpha-forge-mcp
capitalcom-cli,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-16,1,https://github.com/SimonTarara62/capitalcom-cli,"Unofficial CLI and async SDK for the Capital.com broker API: market data, guarded order execution, and real-time streaming.",True,False,False,False,SimonTarara62/capitalcom-cli
DepthSight,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-19,20,https://github.com/depthsight-pro/depthsight,"Self-hosted visual algo-trading platform featuring a drag-and-drop strategy builder, an AI co-pilot, and integrated billing.",True,False,False,False,depthsight-pro/depthsight
Inalpha,Python,"Python,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,32,https://github.com/mirror29/inalpha,"Conversational multi-agent quant framework where agents rank currently-effective factors for entry timing (time-series rank IC), write complete strategy code that passes sandboxed audit before backtesting, and evolve strategies under multi-objective fitness; every order requires machine approval and the LLM never has a direct order path.",True,False,False,False,mirror29/inalpha
income-desk,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,17,https://github.com/nitinblue/income-desk,"Systematic options trading intelligence for small accounts with desk-based portfolio management, pre-trade validation, and multi-broker consolidation.",True,False,False,False,nitinblue/income-desk
mx-trader-bridge,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-07,7,https://github.com/27dream/mx-trader-bridge,"AI auto-trading bridge for East Money's miaoxiang (妙想) China A-share simulation platform; BYOK multi-LLM (OpenAI/DeepSeek/Moonshot/GLM/Qwen) decision brain → automated order placement via miaoxiang API, with daily cron review and weekly AI reflection.",True,False,False,False,27dream/mx-trader-bridge
mx-trader-bridge,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-07,8,https://github.com/27dream/mx-trader-bridge,"AI auto-trading bridge for East Money's miaoxiang (妙想) China A-share simulation platform; BYOK multi-LLM (OpenAI/DeepSeek/Moonshot/GLM/Qwen) decision brain → automated order placement via miaoxiang API, with daily cron review and weekly AI reflection.",True,False,False,False,27dream/mx-trader-bridge
AI Quant Agents,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,15,https://github.com/demandai/ai-quant-agents,"Multi-agent LLM trading analysis where 12 AI agents (analysts, debaters, risk manager) debate stock picks in real-time, supporting US equities and China A-shares.",True,False,False,False,demandai/ai-quant-agents
TradeSight,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-15,167,https://github.com/rmbell09-lang/tradesight,"Self-hosted AI trading platform with strategy evolution, technical analysis, backtesting, and paper trading via Alpaca.",True,False,False,False,rmbell09-lang/tradesight
Orallexa,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,63,https://github.com/alex-jb/orallexa-ai-trading-agent,"AI trading operating system with 9 ML models (RF, XGBoost, EMAformer, MOIRAI-2, Chronos-2, DDPM, PPO RL, GNN, LR) ranked by Sharpe ratio, Claude AI synthesis with dual-tier routing (~$0.003/analysis), real-time Next.js dashboard, Alpaca paper trading, and 277 automated tests.",True,False,False,False,alex-jb/orallexa-ai-trading-agent
Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,31977,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading
Orallexa,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,65,https://github.com/alex-jb/orallexa-ai-trading-agent,"AI trading operating system with 9 ML models (RF, XGBoost, EMAformer, MOIRAI-2, Chronos-2, DDPM, PPO RL, GNN, LR) ranked by Sharpe ratio, Claude AI synthesis with dual-tier routing (~$0.003/analysis), real-time Next.js dashboard, Alpaca paper trading, and 277 automated tests.",True,False,False,False,alex-jb/orallexa-ai-trading-agent
Vibe-Trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,32046,https://github.com/HKUDS/Vibe-Trading,"Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports.",True,False,False,False,HKUDS/Vibe-Trading
DeepAlpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-12,41,https://deepalphabot.com,"AI crypto trading bot for Bybit with 70.9% walk-forward validated accuracy on out-of-sample data, LightGBM + XGBoost ensemble with 72 ML features. [GitHub](https://github.com/stefanoviana/deepalpha)",True,False,False,False,stefanoviana/deepalpha
the0,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,391,https://github.com/alexanderwanyoike/the0,"Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.",True,False,False,False,alexanderwanyoike/the0
the0,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,397,https://github.com/alexanderwanyoike/the0,"Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution.",True,False,False,False,alexanderwanyoike/the0
autonomous-audit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-03,0,https://pypi.org/project/autonomous-audit/,"Tamper-evident SHA-256 hash-chain audit log and human-readable report for AI trading-agent decisions; read-only, offline, and dependency-free (Python standard library only). [GitHub](https://github.com/Autonomous-Asset-Management-Agents/autonomous_/tree/main/packages/autonomous-audit)",False,False,True,False,
Investing algorithm framework,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,1977,https://github.com/coding-kitties/investing-algorithm-framework,"Framework for developing, backtesting, and deploying automated trading algorithms.",True,False,False,False,coding-kitties/investing-algorithm-framework
Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,2006,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot
Investing algorithm framework,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,2016,https://github.com/coding-kitties/investing-algorithm-framework,"Framework for developing, backtesting, and deploying automated trading algorithms.",True,False,False,False,coding-kitties/investing-algorithm-framework
Lumibot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,2009,https://github.com/Lumiwealth/lumibot,"Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab.",True,False,False,False,Lumiwealth/lumibot
QSTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3449,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader
Blankly,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2468,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,False,False,Blankly-Finance/Blankly
zipline,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,20071,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
zipline,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,20072,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
zipline-reloaded,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-13,1930,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded
QuantSoftware Toolkit,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-10-07,480,https://github.com/QuantSoftware/QuantSoftwareToolkit,Python-based open source software framework designed to support portfolio construction and management.,True,False,False,False,QuantSoftware/QuantSoftwareToolkit
quantitative,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-03,67,https://github.com/jeffrey-liang/quantitative,"Quantitative finance, and backtesting library.",True,False,False,False,jeffrey-liang/quantitative
analyzer,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2015-12-22,216,https://github.com/llazzaro/analyzer,Python framework for real-time financial and backtesting trading strategies.,True,False,False,False,llazzaro/analyzer
bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-07,2971,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,23010,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
backtrader (cloudQuant fork),Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,158,https://github.com/cloudQuant/backtrader,"Actively maintained, high-performance backtesting and live trading framework with AI-assisted strategy tooling (MCP server, skills, agent, web platform). [backtrader](https://github.com/backtrader/backtrader) fork.",True,False,False,False,cloudQuant/backtrader
backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,23014,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
backtrader (cloudQuant fork),Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,159,https://github.com/cloudQuant/backtrader,"Actively maintained, high-performance backtesting and live trading framework with AI-assisted strategy tooling (MCP server, skills, agent, web platform). [backtrader](https://github.com/backtrader/backtrader) fork.",True,False,False,False,cloudQuant/backtrader
TrendFollowingSystems,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,23,https://github.com/ArturSepp/TrendFollowingSystems,"Closed-form expected returns, Sharpe ratios, and skewness of trend-following systems, with complete implementations and multi-decade futures backtests.",True,False,False,False,ArturSepp/TrendFollowingSystems
backtest-bias,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,11,https://github.com/Finance-broski/backtest-bias,"Checks whether backtest price data is survivor-only: dead-name detection, measured bias benchmarks, CI integrity gates.",True,False,False,False,Finance-broski/backtest-bias
backtest-bias,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-13,12,https://github.com/Finance-broski/backtest-bias,"Checks whether backtest price data is survivor-only: dead-name detection, measured bias benchmarks, CI integrity gates.",True,False,False,False,Finance-broski/backtest-bias
pythalesians,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-09-23,63,https://github.com/thalesians/pythalesians,"Python library to backtest trading strategies, plot charts, seamlessly download market data, analyze market patterns etc.",True,False,False,False,thalesians/pythalesians
pybacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-09-09,822,https://github.com/ematvey/pybacktest,"Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier.",True,False,False,False,ematvey/pybacktest
pyalgotrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,4673,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,False,False,gbeced/pyalgotrade
@@ -191,51 +191,51 @@ moonshot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backt
pyqstrat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-11-05,372,https://github.com/abbass2/pyqstrat,"A fast, extensible, transparent python library for backtesting quantitative strategies.",True,False,False,False,abbass2/pyqstrat
NowTrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-02-07,103,https://github.com/edouardpoitras/NowTrade,Python library for backtesting technical/mechanical strategies in the stock and currency markets.,True,False,False,False,edouardpoitras/NowTrade
pinkfish,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-17,305,https://github.com/fja05680/pinkfish,A backtester and spreadsheet library for security analysis.,True,False,False,False,fja05680/pinkfish
PRISM-INSIGHT,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-27,727,https://github.com/dragon1086/prism-insight,"AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.",True,False,False,False,dragon1086/prism-insight
PRISM-INSIGHT,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,727,https://github.com/dragon1086/prism-insight,"AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets.",True,False,False,False,dragon1086/prism-insight
FinClaw,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-18,30,https://github.com/NeuZhou/finclaw,"AI-powered financial intelligence engine with 8 master strategies across US, CN, and HK markets. Multi-agent architecture with +29.1% annual alpha. 227 tests.",True,False,False,False,NeuZhou/finclaw
tw-stock-radar,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-05,5,https://github.com/carsonchou/tw-stock-radar,"AI-powered Taiwan stock scanner for all 1,900+ TWSE/TPEX listed stocks; chips module (T86 institutional net buy/sell + TDCC 16-tier retail distribution), 13 technical indicators scored 0–100, ATR Chandelier signals with TP1/TP2, dark three.js HUD dashboard. 100% free open data, ~110 unit tests, no API key required.",True,False,False,False,carsonchou/tw-stock-radar
aat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-27,830,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine.,True,False,False,False,timkpaine/aat
tw-stock-radar,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-05,6,https://github.com/carsonchou/tw-stock-radar,"AI-powered Taiwan stock scanner for all 1,900+ TWSE/TPEX listed stocks; chips module (T86 institutional net buy/sell + TDCC 16-tier retail distribution), 13 technical indicators scored 0–100, ATR Chandelier signals with TP1/TP2, dark three.js HUD dashboard. 100% free open data, ~110 unit tests, no API key required.",True,False,False,False,carsonchou/tw-stock-radar
aat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-27,831,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine.,True,False,False,False,timkpaine/aat
Backtesting.py,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://kernc.github.io/backtesting.py/,Backtest trading strategies in Python.,False,False,False,False,
catalyst,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-09-22,2560,https://github.com/enigmampc/catalyst,An Algorithmic Trading Library for Crypto-Assets in Python.,True,False,False,False,enigmampc/catalyst
quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,7598,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python.",True,False,False,False,ranaroussi/quantstats
jquantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,43,https://github.com/Jebel-Quant/jquantstats,"Modern variation of quantstats, with additional features and performance improvements.",True,False,False,False,Jebel-Quant/jquantstats
qtpylib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-03-24,2268,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading <http://qtpylib.io>.",True,False,False,False,ranaroussi/qtpylib
Quantdom,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,773,https://github.com/constverum/Quantdom,Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.],True,False,False,False,constverum/Quantdom
freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-27,53780,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3480,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python
Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,48017,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib
freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-27,53807,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3481,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python
Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,48049,https://github.com/microsoft/qlib,"An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution.",True,False,False,False,microsoft/qlib
finlab,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-27,0,https://pypi.org/project/finlab/,"Python package for Taiwan stock market data, factor research, and vectorized backtesting with pandas-style strategy definitions.",False,False,True,False,
machine-learning-for-trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,20709,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading.,True,False,False,False,stefan-jansen/machine-learning-for-trading
machine-learning-for-trading,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,20717,https://github.com/stefan-jansen/machine-learning-for-trading,Code and resources for Machine Learning for Algorithmic Trading.,True,False,False,False,stefan-jansen/machine-learning-for-trading
AlphaPy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-24,1745,https://github.com/ScottfreeLLC/AlphaPy,"Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost.",True,False,False,False,ScottfreeLLC/AlphaPy
jesse,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-27,8391,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python.,True,False,False,False,jesse-ai/jesse
rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,6731,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha
FinRL-Library,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,16129,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-LLC/FinRL-Library
jesse,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-27,8393,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python.,True,False,False,False,jesse-ai/jesse
rqalpha,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-23,6733,https://github.com/ricequant/rqalpha,"A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities.",True,False,False,False,ricequant/rqalpha
FinRL-Library,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-12,16144,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-LLC/FinRL-Library
aurumq-rl,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-19,44,https://github.com/yupoet/aurumq-rl,"Reinforcement learning stock-selection framework for the China A-share market with multi-source factor input (alpha101 + main-force flow + hot-money seats + northbound + institutional + fundamentals), board-aware price limits, and ONNX CPU inference.",True,False,False,False,yupoet/aurumq-rl
bulbea,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-03-19,2323,https://github.com/achillesrasquinha/bulbea,Deep Learning based Python Library for Stock Market Prediction and Modelling.,True,False,False,False,achillesrasquinha/bulbea
ib_nope,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-22,33,https://github.com/ajhpark/ib_nope,Automated trading system for NOPE strategy over IBKR TWS.,True,False,False,False,ajhpark/ib_nope
OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,6482,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot
Stock-Prediction-Models,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9482,https://github.com/huseinzol05/Stock-Prediction-Models,Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations.,True,False,False,False,huseinzol05/Stock-Prediction-Models
OctoBot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-10,6489,https://github.com/Drakkar-Software/OctoBot,"Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface.",True,False,False,False,Drakkar-Software/OctoBot
Stock-Prediction-Models,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9481,https://github.com/huseinzol05/Stock-Prediction-Models,Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations.,True,False,False,False,huseinzol05/Stock-Prediction-Models
AutoTrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-04,1269,https://github.com/kieran-mackle/AutoTrader,A Python-based development platform for automated trading systems - from backtesting to optimization to livetrading.,True,False,False,False,kieran-mackle/AutoTrader
fast-trade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-19,588,https://github.com/jrmeier/fast-trade,A library built with backtest portability and performance in mind for backtest trading strategies.,True,False,False,False,jrmeier/fast-trade
fast-trade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-19,589,https://github.com/jrmeier/fast-trade,A library built with backtest portability and performance in mind for backtest trading strategies.,True,False,False,False,jrmeier/fast-trade
qf-lib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-24,956,https://github.com/quarkfin/qf-lib,QF-Lib is a Python library that provides high quality tools for quantitative finance.,True,False,False,False,quarkfin/qf-lib
tda-api,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-16,1323,https://github.com/alexgolec/tda-api,"Gather data and trade equities, options, and ETFs via TDAmeritrade.",True,False,False,False,alexgolec/tda-api
vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-02,8886,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt
Lean,Python,"Python,C#",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,21388,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
vectorbt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-02,8905,https://github.com/polakowo/vectorbt,"Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research.",True,False,False,False,polakowo/vectorbt
Lean,Python,"Python,C#",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,21395,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
pysystemtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-18,3490,https://github.com/robcarver17/pysystemtrade,"pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book ""Systematic Trading"", which is further developed on his [blog](https://qoppac.blogspot.com/).",True,False,False,False,robcarver17/pysystemtrade
pytrendseries,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-30,168,https://github.com/rafa-rod/pytrendseries,"Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater.",True,False,False,False,rafa-rod/pytrendseries
PyLOB,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-14,203,https://github.com/DrAshBooth/PyLOB,Fully functioning fast Limit Order Book written in Python.,True,False,False,False,DrAshBooth/PyLOB
PyBroker,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,3519,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker
OctoBot Script,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-30,47,https://github.com/Drakkar-Software/OctoBot-Script,A quant framework to create cryptocurrencies strategies - from backtesting to optimization to livetrading.,True,False,False,False,Drakkar-Software/OctoBot-Script
hftbacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,4551,https://github.com/nkaz001/hftbacktest,"A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.",True,False,False,False,nkaz001/hftbacktest
hftbacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,4561,https://github.com/nkaz001/hftbacktest,"A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.",True,False,False,False,nkaz001/hftbacktest
flashalpha-fill-simulator,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-26,4,https://github.com/FlashAlpha-lab/flashalpha-fill-simulator,"Realistic limit-order fill simulator for options credit/debit spreads with post-and-wait limits, stale-quote guards, deterministic same-bar tiebreaks, and a patient-then-cross exit; engine-agnostic and zero runtime dependencies.",True,False,False,False,FlashAlpha-lab/flashalpha-fill-simulator
vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-06,44827,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy
vnpy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-06,44839,https://github.com/vnpy/vnpy,VeighNa is a Python-based open source quantitative trading system development framework.,True,False,False,False,vnpy/vnpy
Intelligent Trading Bot,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-11,1860,https://github.com/asavinov/intelligent-trading-bot,Automatically generating signals and trading based on machine learning and feature engineering.,True,False,False,False,asavinov/intelligent-trading-bot
fastquant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-15,1754,https://github.com/enzoampil/fastquant,fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code.,True,False,False,False,enzoampil/fastquant
nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,28031,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
nautilus_trader,Python,"Python,Rust",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,28089,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
NoEdge-Bench,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-07,1,https://github.com/nexusfinancial-dev/noedge-bench,"Reproducible negative-result benchmark: no model beats a memoryless synthetic binary-options feed (AUC ≈ 0.50), with permutation-null tests and a look-ahead-leak case study.",True,False,False,False,nexusfinancial-dev/noedge-bench
YABTE,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-11,7,https://github.com/bsdz/yabte,Yet Another (Python) BackTesting Engine.,True,False,False,False,bsdz/yabte
Trading Strategy,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-21,245,https://github.com/tradingstrategy-ai/getting-started,"TradingStrategy.ai is a market data, backtesting, live trading and investor management framework for decentralised finance.",True,False,False,False,tradingstrategy-ai/getting-started
Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,3472,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu
Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,3472,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu
rust_bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,82,https://github.com/jensnesten/rust_bt,"A high performance, low-latency backtesting engine for testing quantitative trading strategies on historical and live data in Rust.",True,False,False,False,jensnesten/rust_bt
Gunbot Quant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-19,54,https://github.com/GuntharDeNiro/gunbot-quant,"Toolkit for quantitative trading analysis. It integrates an advanced market screener, a multi-strategy, multi-asset backtesting engine. Use with built-in GUI or through CLI.",True,False,False,False,GuntharDeNiro/gunbot-quant
StrateQueue,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,212,https://github.com/StrateQueue/StrateQueue,"An open‑source, broker‑agnostic Python library that lets you seamlessly deploy strategies from any major backtesting engine to live (or paper) trading with zero code changes and built‑in safety controls.",True,False,False,False,StrateQueue/StrateQueue
@@ -251,12 +251,12 @@ pa,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-08-2
QuantTools,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://quanttools.bitbucket.io/_site/index.html,Enhanced Quantitative Trading Modelling.,False,False,False,False,
blotter,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-13,116,https://github.com/braverock/blotter,"Transaction infrastructure for defining instruments, transactions, portfolios and accounts for trading systems and simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Actively maintained and developed.",True,False,False,False,braverock/blotter
quantstrat,R,R,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-14,310,https://github.com/braverock/quantstrat,Transaction-oriented infrastructure for constructing trading systems and simulation. Provides support for multi-asset class and multi-currency portfolios for backtesting and other financial research.,True,False,False,False,braverock/quantstrat
QUANTAXIS,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-02-28,11053,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
QUANTAXIS,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-02-28,11056,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
PROJ_Option_Pricing_Matlab,Matlab,Matlab,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-11-19,209,https://github.com/jkirkby3/PROJ_Option_Pricing_Matlab,"Quant Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader.",True,False,False,False,jkirkby3/PROJ_Option_Pricing_Matlab
Fastback.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-05,21,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl
Lucky.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-06-25,29,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl
Strategems.jl,Julia,Julia,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-04-06,167,https://github.com/dysonance/Strategems.jl,Quantitative systematic trading strategy development and backtesting.,True,False,False,False,dysonance/Strategems.jl
ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,43785,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt
ccxt,JavaScript,"JavaScript,Python,PHP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,43794,https://github.com/ccxt/ccxt,A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges.,True,False,False,False,ccxt/ccxt
binance-fix-connector-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-05-26,2,https://github.com/AlexanderMerkel/binance-fix-connector-python,"Async Python connector for Binance Spot FIX sessions with Order Entry, Market Data, and Drop Copy support.",True,False,False,False,AlexanderMerkel/binance-fix-connector-python
Jiji,Ruby,Ruby,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-01-22,249,https://github.com/unageanu/jiji2,Open Source Forex algorithmic trading framework using OANDA REST API.,True,False,False,False,unageanu/jiji2
Tai,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-06,498,https://github.com/fremantle-capital/tai,"Open Source composable, real time, market data and trade execution toolkit.",True,False,False,False,fremantle-capital/tai
@@ -264,18 +264,18 @@ Workbench,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtestin
Prop,Elixir/Erlang,Elixir/Erlang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-06-06,57,https://github.com/fremantle-industries/prop,"An open and opinionated trading platform using productive & familiar open source libraries and tools for strategy research, execution and operation.",True,False,False,False,fremantle-industries/prop
Kelp,Golang,Golang,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-11-26,1127,https://github.com/stellar/kelp,Kelp is an open-source Golang algorithmic cryptocurrency trading bot that runs on centralized exchanges and Stellar DEX (command-line usage and desktop GUI).,True,False,False,False,stellar/kelp
TradeFrame,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-14,674,https://github.com/rburkholder/trade-frame,C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in [Option Greeks/IV](https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions) calculation library.,True,False,False,False,rburkholder/trade-frame
Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,3472,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
Hikyuu,Python,"Python,C++",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,3472,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
OrderMatchingEngine,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-11,159,https://github.com/PIYUSH-KUMAR1809/order-matching-engine,"A production-grade, lock-free, high-frequency trading matching engine achieving 150M+ orders/sec.",True,False,False,False,PIYUSH-KUMAR1809/order-matching-engine
PandoraTrader,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-07-29,1461,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic.",True,False,False,False,pegasusTrader/PandoraTrader
NexusFix,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-21,98,https://github.com/SilverstreamsAI/NexusFix,"C++23 FIX protocol engine with zero-copy parsing and SIMD acceleration, 3x faster than QuickFIX.",True,False,False,False,SilverstreamsAI/NexusFix
TolmachЁv Netcode SDK,CPP,CPP,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-09,11,https://github.com/billionerleha-111/Tolmachev-Netcode-SDK,"Enterprise-grade deterministic state synchronization engine for MFT gateways and statistical arbitrage. Eliminates microsecond deltas locking order books via topological mathematics. Throughput >41.5M TPS, physical RTT 24.175 ns, atomic validation (0 CPU load). [Website](https://tuhct-sdk.store)",True,False,False,False,billionerleha-111/Tolmachev-Netcode-SDK
QuantConnect,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,21388,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,False,False,QuantConnect/Lean
StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,10658,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp
QuantConnect,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,21395,https://github.com/QuantConnect/Lean,Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage.,True,False,False,False,QuantConnect/Lean
StockSharp,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,10661,https://github.com/StockSharp/StockSharp,"Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).",True,False,False,False,StockSharp/StockSharp
TDAmeritrade.DotNetCore,CSharp,CSharp,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-10,56,https://github.com/NVentimiglia/TDAmeritrade.DotNetCore,"Free, open-source .NET Client for the TD Ameritrade Trading Platform. Helps developers integrate TD Ameritrade API into custom trading solutions.",True,False,False,False,NVentimiglia/TDAmeritrade.DotNetCore
Barter,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,2244,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems.,True,False,False,False,barter-rs/barter-rs
Barter,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,2245,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems.,True,False,False,False,barter-rs/barter-rs
LFEST,Rust,Rust,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-23,82,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs
Sextant,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-05,2,https://github.com/raphaub-hub/SEXTANT,"Local event-driven backtesting engine with no-code strategy builder and FRED vintage, ALFRED, yFinance support.",True,False,False,False,raphaub-hub/SEXTANT
TradeClaw,Node.js,"Node.js,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-28,40,https://github.com/naimkatiman/tradeclaw,"Open-source self-hosted AI trading signal platform. Generates buy/sell signals using RSI, MACD, EMA, Bollinger Bands for forex, crypto and commodities. Deployable via Docker Compose. ([Demo](https://tradeclaw.win/dashboard))",True,False,False,False,naimkatiman/tradeclaw
TradeClaw,Node.js,"Node.js,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-29,40,https://github.com/naimkatiman/tradeclaw,"Open-source self-hosted AI trading signal platform. Generates buy/sell signals using RSI, MACD, EMA, Bollinger Bands for forex, crypto and commodities. Deployable via Docker Compose. ([Demo](https://tradeclaw.win/dashboard))",True,False,False,False,naimkatiman/tradeclaw
ShowMe,Python,"Python,Rust,TypeScript",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-27,5,https://github.com/nazmiefearmutcu/showMe,"Open-source native macOS market cockpit. 12-timeframe consensus scan across 3370 symbols (crypto + equity + ETF + FX + commodity + bond), 23 technical indicators with per-market calibration, real WebSocket streaming. Tauri shell + Python sidecar (FastAPI) + React UI; 110+ exchanges via ccxt.",True,False,False,False,nazmiefearmutcu/showMe
TBV1,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-07-27,4,https://github.com/nazmiefearmutcu/TRADING-BOT,Crypto perpetual-futures bot with a 7-tab web dashboard and a 15-indicator consensus engine voting across 12 timeframes (1m → 1d). Paper-mode by default. Includes packaged macOS reference build and Windows distribution.,True,False,False,False,nazmiefearmutcu/TRADING-BOT
TraderHarness,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-22,30,https://github.com/HephaestLab/TraderHarness,"Contamination-resistant A-share backtesting environment for LLM trading agents with point-in-time masking, entity/date anonymization, fingerprinted replay, and trajectory (SFT) export.",True,False,False,False,HephaestLab/TraderHarness
@@ -284,10 +284,10 @@ mt5-httpapi,Python,"Python,REST,MCP",Trading & Backtesting,Trading & Backtesting
ibkr-httpapi,Python,"Python,REST,MCP",Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-08-01,0,https://github.com/psyb0t/ibkr-httpapi,"Interactive Brokers over REST and MCP (FastAPI + ib_async over a Linux-native IB Gateway): market data (quotes, historical bars) plus order/position/execution management for automated trading across stocks, options, futures, forex, crypto and CFDs.",True,False,False,False,psyb0t/ibkr-httpapi
Multi-Axis Robust Portfolio Optimization,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-31,2,https://github.com/Viraj-Nigwekar/multi-axis-robust-portfolio-optimization,"Portfolio optimization framework combining covariance shrinkage, bootstrap aggregation, and parametric scenario modeling, with reproducible notebooks and an accompanying SSRN paper.",True,False,False,False,Viraj-Nigwekar/multi-axis-robust-portfolio-optimization
AutoHypothesis,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-22,71,https://github.com/arteemg/AutoHypothesis,"An agentic framework that mimics the real quant trading pipeline to find alpha: economic hypothesis, in-sample iteration, and out-of-sample validation.",True,False,False,False,arteemg/AutoHypothesis
skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-25,2302,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio
PyPortfolioOpt,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-07,5991,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,robertmartin8/PyPortfolioOpt
skfolio,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-29,2305,https://github.com/skfolio/skfolio,"Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models.",True,False,False,False,skfolio/skfolio
PyPortfolioOpt,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-07,5994,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,robertmartin8/PyPortfolioOpt
factorlasso,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-28,26,https://github.com/ArturSepp/factorlasso,"Sparse multi-asset factor models with cell-level sign constraints, prior-centred shrinkage, and hierarchical clustering group LASSO (HCGL); scikit-learn compatible.",True,False,False,False,ArturSepp/factorlasso
OptimalPortfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-28,93,https://github.com/ArturSepp/OptimalPortfolios,"Optimisation analytics for constructing and backtesting optimal multi-asset portfolios: covariance estimation, rolling optimisation, and performance reporting in one pipeline.",True,False,False,False,ArturSepp/OptimalPortfolios
OptimalPortfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-29,93,https://github.com/ArturSepp/OptimalPortfolios,"Optimisation analytics for constructing and backtesting optimal multi-asset portfolios: covariance estimation, rolling optimisation, and performance reporting in one pipeline.",True,False,False,False,ArturSepp/OptimalPortfolios
Eiten,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2020-09-21,3291,https://github.com/tradytics/eiten,"Eiten is an open source toolkit by Tradytics that implements various statistical and algorithmic investing strategies such as Eigen Portfolios, Minimum Variance Portfolios, Maximum Sharpe Ratio Portfolios, and Genetic Algorithms based Portfolios.",True,False,False,False,tradytics/eiten
riskparity.py,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2024-05-27,326,https://github.com/dppalomar/riskparity.py,fast and scalable design of risk parity portfolios with TensorFlow 2.0.,True,False,False,False,dppalomar/riskparity.py
mlfinlab,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2021-12-01,4915,https://github.com/hudson-and-thames/mlfinlab,"Implementations regarding ""Advances in Financial Machine Learning"" by Marcos Lopez de Prado. (Feature Engineering, Financial Data Structures, Meta-Labeling).",True,False,False,False,hudson-and-thames/mlfinlab
@@ -307,7 +307,7 @@ universal-portfolios,Python,Python,Portfolio Optimization & Risk Analysis,Portfo
FinQuant,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2023-09-03,1817,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimization.",True,False,False,False,fmilthaler/FinQuant
Empyrial,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2025-09-14,1081,https://github.com/ssantoshp/Empyrial,Portfolio's risk and performance analytics and returns predictions.,True,False,False,False,ssantoshp/Empyrial
risktools,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2024-12-07,43,https://github.com/bbcho/risktools-dev,Risk tools for use within the crude and crude products trading space with partial implementation of R's PerformanceAnalytics.,True,False,False,False,bbcho/risktools-dev
Riskfolio-Lib,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-06-22,4468,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,False,False,dcajasn/Riskfolio-Lib
Riskfolio-Lib,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-06-22,4471,https://github.com/dcajasn/Riskfolio-Lib,Portfolio Optimization and Quantitative Strategic Asset Allocation in Python.,True,False,False,False,dcajasn/Riskfolio-Lib
empyrical-reloaded,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2025-07-29,121,https://github.com/stefan-jansen/empyrical-reloaded,Common financial risk and performance metrics. [empyrical](https://github.com/quantopian/empyrical) fork.,True,False,False,False,stefan-jansen/empyrical-reloaded
pyfolio-reloaded,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2025-06-02,611,https://github.com/stefan-jansen/pyfolio-reloaded,Portfolio and risk analytics in Python. [pyfolio](https://github.com/quantopian/pyfolio) fork.,True,False,False,False,stefan-jansen/pyfolio-reloaded
fincore,Python,Python,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-22,4,https://github.com/cloudQuant/fincore,"Quantitative performance and risk analytics with 150+ metrics, portfolio optimization, Monte Carlo simulation, and attribution; actively maintained successor to [empyrical](https://github.com/quantopian/empyrical)/[pyfolio](https://github.com/quantopian/pyfolio).",True,False,False,False,cloudQuant/fincore
@@ -323,16 +323,16 @@ PerformanceAnalytics,R,R,Portfolio Optimization & Risk Analysis,Portfolio Optimi
OnlinePortfolioAnalytics.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-04-13,15,https://github.com/femtotrader/OnlinePortfolioAnalytics.jl,A Julia quantitative portfolio analytics (risk / performance) via online algorithms.,True,False,False,False,femtotrader/OnlinePortfolioAnalytics.jl
RiskPerf.jl,Julia,Julia,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-07-30,16,https://github.com/rbeeli/RiskPerf.jl,Quantitative risk and performance analysis package for financial time series powered by the Julia language.,True,False,False,False,rbeeli/RiskPerf.jl
portfolio-allocation,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2022-08-11,187,https://github.com/lequant40/portfolio_allocation_js,"PortfolioAllocation is a JavaScript library designed to help constructing financial portfolios made of several assets: bonds, commodities, cryptocurrencies, currencies, exchange traded funds (ETFs), mutual funds, stocks...",True,False,False,False,lequant40/portfolio_allocation_js
Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-28,9205,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio
Ghostfolio,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-08-29,9208,https://github.com/ghostfolio/ghostfolio,"Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions.",True,False,False,False,ghostfolio/ghostfolio
rebalance,JavaScript,JavaScript,Portfolio Optimization & Risk Analysis,Portfolio Optimization & Risk Analysis,portfolio-optimization-risk-analysis,2026-03-01,3,https://github.com/cjroth/rebalance,"Interactive portfolio rebalancing tool that imports brokerage CSV data, sets target allocations, and generates trade instructions.",True,False,False,False,cjroth/rebalance
Alpha Skills,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-04-14,99,https://github.com/VernonOY/alpha-skills,"AI skills for quantitative factor research: discover, evaluate, mine, backtest, and monitor factors through any AI coding assistant. Supports A-share, HK, and US markets.",True,False,False,False,VernonOY/alpha-skills
alphalens,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4434,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
alphalens,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4436,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
alphalens-reloaded,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-06-02,638,https://github.com/stefan-jansen/alphalens-reloaded,Performance analysis of predictive (alpha) stock factors.,True,False,False,False,stefan-jansen/alphalens-reloaded
Spectre,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-04-15,822,https://github.com/Heerozh/spectre,GPU-accelerated Factors analysis library and Backtester.,True,False,False,False,Heerozh/spectre
ml-quant-trading,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-08-26,80,https://github.com/initial-d/ml-quant-trading,"PyTorch research stack for multi-factor analysis, bias correction, portfolio optimization, and reproducible backtesting.",True,False,False,False,initial-d/ml-quant-trading
QuantGPT,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-20,456,https://github.com/Miasyster/QuantGPT,"Agent-driven A-share factor research engine with 8 MCP tools covering hypothesis design, backtesting, scoring, and anti-overfit detection.",True,False,False,False,Miasyster/QuantGPT
QuantGPT,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-20,457,https://github.com/Miasyster/QuantGPT,"Agent-driven A-share factor research engine with 8 MCP tools covering hypothesis design, backtesting, scoring, and anti-overfit detection.",True,False,False,False,Miasyster/QuantGPT
quant-lab-alpha,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-05-17,35,https://github.com/husainm97/quant-lab-alpha,Open-source investment analytics platform bridging academic research and retail finance.,True,False,False,False,husainm97/quant-lab-alpha
Perception-XAlpha Lite,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-08-24,2,https://github.com/xuxingjiankr-cpu/perception-xalpha-lite,"Backtest-overfitting audit for factor research: CSCV probability of backtest overfitting, deflated Sharpe against the declared trial count, White's Reality Check, point-in-time universe membership and disclosure-date alignment. Ships a worked example in which 24 pure-noise series produce a 1.11 Sharpe and the audit says so.",True,False,False,False,xuxingjiankr-cpu/perception-xalpha-lite
Perception-XAlpha Lite,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-08-29,2,https://github.com/xuxingjiankr-cpu/perception-xalpha-lite,"Backtest-overfitting audit for factor research: CSCV probability of backtest overfitting, deflated Sharpe against the declared trial count, White's Reality Check, point-in-time universe membership and disclosure-date alignment. Ships a worked example in which 24 pure-noise series produce a 1.11 Sharpe and the audit says so.",True,False,False,False,xuxingjiankr-cpu/perception-xalpha-lite
pit-release-gate,Python,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-08-17,0,https://github.com/MaxWellApexLab/pit-release-gate,Screens cross-sectional signals for incomplete-cross-section leakage from staggered data arrival and grades per-signal release timing; ships a known-ground-truth demo reproducing its method papers.,True,False,False,False,MaxWellApexLab/pit-release-gate
covFactorModel,R,R,Factor Analysis,Factor Analysis,factor-analysis,2019-03-25,39,https://github.com/dppalomar/covFactorModel,Covariance matrix estimation via factor models.,True,False,False,False,dppalomar/covFactorModel
FactorAnalytics,R,R,Factor Analysis,Factor Analysis,factor-analysis,2024-12-12,86,https://github.com/braverock/FactorAnalytics,"The FactorAnalytics package contains fitting and analysis methods for the three main types of factor models used in conjunction with portfolio construction, optimization and risk management, namely fundamental factor models, time series factor models and statistical factor models.",True,False,False,False,braverock/FactorAnalytics
@@ -341,13 +341,13 @@ Asset News Sentiment Analyzer,Python,Python,Sentiment Analysis & Alternative Dat
Social Stock Sentiment API,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,,0,https://api.adanos.org/docs,"REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations.",False,False,False,False,
CoWorker Fin-Agent,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-04-04,19,https://github.com/ZiwayZhao/agent-coworker,"LLM-powered A-share stock analysis via P2P agent collaboration. Technical analysis (MA60, volume-price patterns, golden eye), deep research reports using proprietary methodology, and market state summaries. Analysis logic stays private via Skill-as-API protocol.",True,False,False,False,ZiwayZhao/agent-coworker
StockKit,TypeScript,TypeScript,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-05-07,2,https://stockkit.net/,"Free AI-powered stock research reports for US, China & HK using Claude Opus and multi-model AI with 20+ technical indicators. [GitHub](https://github.com/kentmswood-ui/stockkit)",True,False,False,False,kentmswood-ui/stockkit
AlphaAI,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-08-15,2,https://alphai.io/developers,"Pre-analyzed financial news via REST API and MCP for AI agents: per-ticker impact and sentiment, a category, and a 1-10 relevance score on every story, plus structured SEC Form 4 insider data. Free tier, no card. [GitHub](https://github.com/makeev/alphai-mcp)",True,False,False,False,makeev/alphai-mcp
AlphaAI,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-08-29,2,https://alphai.io/developers,"Pre-analyzed financial news via REST API and MCP for AI agents: per-ticker impact and sentiment, a category, and a 1-10 relevance score on every story, plus structured SEC Form 4 insider data. Free tier, no card. [GitHub](https://github.com/makeev/alphai-mcp)",True,False,False,False,makeev/alphai-mcp
ARCH,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-10,1558,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
statsmodels,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-27,11597,http://statsmodels.sourceforge.net,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels)",True,False,False,False,statsmodels/statsmodels
statsmodels,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-29,11598,http://statsmodels.sourceforge.net,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels)",True,False,False,False,statsmodels/statsmodels
dynts,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2016-11-02,87,https://github.com/quantmind/dynts,Python package for timeseries analysis and manipulation.,True,False,False,False,quantmind/dynts
PyFlux,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2018-12-16,2134,https://github.com/RJT1990/pyflux,Python library for timeseries modelling and inference (frequentist and Bayesian) on models.,True,False,False,False,RJT1990/pyflux
tsfresh,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-07-06,9301,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
Facebook Prophet,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-27,20378,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet
tsfresh,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-07-06,9302,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
Facebook Prophet,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-27,20379,https://github.com/facebook/prophet,Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.,True,False,False,False,facebook/prophet
tsmoothie,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2023-11-23,770,https://github.com/cerlymarco/tsmoothie,A python library for time-series smoothing and outlier detection in a vectorized way.,True,False,False,False,cerlymarco/tsmoothie
pmdarima,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2025-11-17,1734,https://github.com/alkaline-ml/pmdarima,"A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.",True,False,False,False,alkaline-ml/pmdarima
gluon-ts,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-07-31,5232,https://github.com/awslabs/gluon-ts,vProbabilistic time series modeling in Python.,True,False,False,False,awslabs/gluon-ts
@@ -371,22 +371,22 @@ TimeFrames.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series-
PineForge,C++,C++,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-08-25,179,https://github.com/pineforge-4pass/pineforge-engine,"Deterministic offline PineScript v6 → C++ backtest runtime, validated trade-for-trade against TradingView (245/246 strict, 0 engine bugs). Runs locally via Docker and is drivable by AI agents through a bundled MCP server.",True,False,False,False,pineforge-4pass/pineforge-engine
Korea Stock Data,Data,Data,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,7,https://github.com/na77tech-creator/aikstockdata,"Free Korean equity data: KOSPI/KOSDAQ settled closes with 250 trading days of per-stock history, DART regulatory filings and earnings, published every trading day as JSON/CSV. No signup or API key, CORS open. OpenAPI 3.1 spec and MCP server included.",True,False,False,False,na77tech-creator/aikstockdata
BTC Orderbook Microstructure Research,Jupyter Notebook,Jupyter Notebook,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-21,7,https://github.com/whoareunot/btc-orderbook-research,"statistical analysis of Binance BTC/USDT orderbook: OBI, CVD, spread.",True,False,False,False,whoareunot/btc-orderbook-research
OpenBB Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,72413,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal
Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-20,30751,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal
yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,25097,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance
OpenBB Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,72445,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal
Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-20,30787,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal
yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,25104,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance
treasurydirect,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,0,https://github.com/moshejs/treasurydirect,"Zero-dependency client for the US TreasuryDirect API: auction results, upcoming auctions, CUSIP lookups, and Debt to the Penny; no API key required.",True,False,False,False,moshejs/treasurydirect
treasury-fiscaldata,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,1,https://github.com/moshejs/treasury-fiscaldata,"Typed client for the US Treasury FiscalData API (debt, average interest rates, exchange rates) with pagination and filtering; no API key required.",True,False,False,False,moshejs/treasury-fiscaldata
newyorkfed,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,0,https://github.com/moshejs/newyorkfed,"Client for the NY Fed Markets Data API: SOFR/EFFR/OBFR reference rates, SOFR averages and index, and SOMA holdings; no API key required.",True,False,False,False,moshejs/newyorkfed
commitments-of-traders,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-11,0,https://github.com/moshejs/commitments-of-traders,"Client for the CFTC Commitments of Traders reports (Legacy, Disaggregated, TFF; futures-only and combined) via the official Socrata API.",True,False,False,False,moshejs/commitments-of-traders
coinpaprika-api-python-client,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-06,19,https://github.com/coinpaprika/coinpaprika-api-python-client,"Free crypto market data API client. 12,000+ coins, 350+ exchanges, tickers, OHLCV, historical prices. No API key for free tier.",True,False,False,False,coinpaprika/coinpaprika-api-python-client
FillBench,,,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,0,https://fillbench.com,Reproducible crypto exchange REST API latency benchmarks (p50/p95/p99 and TLS connect time) measured every 2 hours from a fixed US East server. Raw data: [GitHub](https://github.com/sircharli3/fillbench-data).,True,False,False,False,sircharli3/fillbench-data
OpenChainBench,Go,"Go,TypeScript",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,6,https://openchainbench.com,"Continuous open-source benchmarks for blockchain RPC latency (22 EVM chains + Solana), perp DEX all-in cost (fees + funding), bridge quote fees, and oracle deviation across Chainlink/Pyth/Redstone. MIT licensed, no API key. [GitHub](https://github.com/ChainBench/OpenChainBench)",True,False,False,False,ChainBench/OpenChainBench
defeatbeta-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-06,741,https://github.com/defeat-beta/defeatbeta-api,An open-source alternative to Yahoo Finance's market data APIs with higher reliability.,True,False,False,False,defeat-beta/defeatbeta-api
FillBench,,,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-29,0,https://fillbench.com,Reproducible crypto exchange REST API latency benchmarks (p50/p95/p99 and TLS connect time) measured every 2 hours from a fixed US East server. Raw data: [GitHub](https://github.com/sircharli3/fillbench-data).,True,False,False,False,sircharli3/fillbench-data
OpenChainBench,Go,"Go,TypeScript",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-29,6,https://openchainbench.com,"Continuous open-source benchmarks for blockchain RPC latency (22 EVM chains + Solana), perp DEX all-in cost (fees + funding), bridge quote fees, and oracle deviation across Chainlink/Pyth/Redstone. MIT licensed, no API key. [GitHub](https://github.com/ChainBench/OpenChainBench)",True,False,False,False,ChainBench/OpenChainBench
defeatbeta-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-06,742,https://github.com/defeat-beta/defeatbeta-api,An open-source alternative to Yahoo Finance's market data APIs with higher reliability.,True,False,False,False,defeat-beta/defeatbeta-api
financekit-mcp,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-17,6,https://github.com/vdalhambra/financekit-mcp,"MCP server (Model Context Protocol) exposing 17 tools for AI agents to perform quantitative analysis: real-time stock quotes, full technical analysis (RSI, MACD, Bollinger, ADX, Stochastic, ATR, OBV + pattern detection with structured verdicts), crypto prices via CoinGecko, risk metrics (VaR, Sharpe, Sortino, Beta, Max Drawdown), correlation matrix, options chains, earnings calendar, sector rotation, and portfolio analysis. Works with Claude Desktop, Cursor, Windsurf. No API keys for core tools. FastMCP 3.2.",True,False,False,False,vdalhambra/financekit-mcp
dexpaprika-sdk-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,11,https://github.com/coinpaprika/dexpaprika-sdk-python,"Free DEX data API client. 36 blockchains, 36M+ pools, 33M+ tokens, real-time SSE streaming, OHLCV. No API key needed.",True,False,False,False,coinpaprika/dexpaprika-sdk-python
pricehub,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-17,39,https://github.com/eslazarev/pricehub,"Unified package for collecting OHLC prices from Binance, Bybit, Coinbase, OKX, Kraken, KuCoin, and Bitget (spot & futures) into a DataFrame, with flexible timestamp inputs and a wide range of intervals.",True,False,False,False,eslazarev/pricehub
Helium MCP,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://heliumtrades.com/mcp-page/,"Live stock/ETF/crypto data with AI-generated bull/bear cases and price forecasts, proprietary ML options pricing with probability ITM and fair value, and news bias scoring across 5,000+ sources. Available as MCP server or API. Free tier: 50 queries, no signup.",False,False,False,False,
findatapy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-02,2109,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,False,False,cuemacro/findatapy
findatapy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-02,2110,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,False,False,cuemacro/findatapy
googlefinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2018-09-23,831,https://github.com/hongtaocai/googlefinance,Python module to get real-time stock data from Google Finance API.,True,False,False,False,hongtaocai/googlefinance
Horus Flow,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-16,2,https://github.com/horustechltd/horus-flow-mcp,Sub-second L2 orderflow intelligence MCP server for institutional-grade market microstructure analysis.,True,False,False,False,horustechltd/horus-flow-mcp
AlphaSMO,TypeScript,TypeScript,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-12,2,https://github.com/alphasmo/alphasmo-tools,"CLI + MCP server for SEC 13F institutional holdings, Form 4 insider trading, and smart money convergence signals (tickers where hedge funds and company insiders are both buying). Free anonymous tier, no signup required.",True,False,False,False,alphasmo/alphasmo-tools
@@ -397,7 +397,7 @@ pyhoofinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources
yfinanceapi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2020-05-26,9,https://github.com/Karthik005/yfinanceapi,Finance API for Python.,True,False,False,False,Karthik005/yfinanceapi
yql-finance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2015-08-29,16,https://github.com/slawek87/yql-finance,"yql-finance is simple and fast. API returns stock closing prices for current period of time and current stock ticker (i.e. APPL, GOOGL).",True,False,False,False,slawek87/yql-finance
ystockquote,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2017-03-10,536,https://github.com/cgoldberg/ystockquote,Retrieve stock quote data from Yahoo Finance.,True,False,False,False,cgoldberg/ystockquote
jugaad-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-25,564,https://github.com/jugaad-py/jugaad-data,"Download historical and live stock data from NSE (National Stock Exchange of India), BSE, and RBI.",True,False,False,False,jugaad-py/jugaad-data
jugaad-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-25,566,https://github.com/jugaad-py/jugaad-data,"Download historical and live stock data from NSE (National Stock Exchange of India), BSE, and RBI.",True,False,False,False,jugaad-py/jugaad-data
nsetools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-03-18,906,https://github.com/vsjha18/nsetools,Python library for extracting real-time data from National Stock Exchange (India).,True,False,False,False,vsjha18/nsetools
wallstreet,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-03-09,1690,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
stock_extractor,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2016-09-10,52,https://github.com/ZachLiuGIS/stock_extractor,General Purpose Stock Extractors from Online Resources.,True,False,False,False,ZachLiuGIS/stock_extractor
@@ -436,14 +436,14 @@ iexfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,m
pyEX,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-02-05,408,https://github.com/timkpaine/pyEX,"Python interface to IEX with emphasis on pandas, support for streaming data, premium data, points data (economic, rates, commodities), and technical indicators.",True,False,False,False,timkpaine/pyEX
alpaca-trade-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-12,1884,https://github.com/alpacahq/alpaca-trade-api-python,Python interface for retrieving real-time and historical prices from Alpaca API as well as trade execution.,True,False,False,False,alpacahq/alpaca-trade-api-python
metatrader5,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-27,0,https://pypi.org/project/MetaTrader5/,API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20).,False,False,True,False,
akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,22284,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>.",True,False,False,False,jindaxiang/akshare
akshare,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-28,22301,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>.",True,False,False,False,jindaxiang/akshare
yahooquery,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-05-15,919,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery
investpy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-10-02,1852,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! <https://investpy.readthedocs.io/>.,True,False,False,False,alvarobartt/investpy
yliveticker,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-28,172,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,False,False,yahoofinancelive/yliveticker
bbgbridge,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2020-01-07,2,https://github.com/ran404/bbgbridge,Easy to use Bloomberg Desktop API wrapper for Python.,True,False,False,False,ran404/bbgbridge
polygon.io,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-09,1502,https://github.com/polygon-io/client-python,A python library for Polygon.io financial data APIs.,True,False,False,False,polygon-io/client-python
SiftingIO,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-02,1,https://github.com/SiftingIO/sdk-python,A python library for Sifting.io financial market data APIs & Websocket.,True,False,False,False,SiftingIO/sdk-python
alpha_vantage,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-26,4900,https://github.com/RomelTorres/alpha_vantage,A python wrapper for Alpha Vantage API for financial data.,True,False,False,False,RomelTorres/alpha_vantage
alpha_vantage,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-26,4901,https://github.com/RomelTorres/alpha_vantage,A python wrapper for Alpha Vantage API for financial data.,True,False,False,False,RomelTorres/alpha_vantage
oilpriceapi,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-23,2,https://github.com/OilpriceAPI/python-sdk,"Python SDK for real-time oil and commodity prices (WTI, Brent, Urals, natural gas, coal) with OpenBB integration.",True,False,False,False,OilpriceAPI/python-sdk
FinanceDataReader,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-05-13,1536,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks.",True,False,False,False,FinanceData/FinanceDataReader
pystlouisfed,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-09,21,https://github.com/TomasKoutek/pystlouisfed,"Python client for Federal Reserve Bank of St. Louis API - FRED, ALFRED, GeoFRED and FRASER.",True,False,False,False,TomasKoutek/pystlouisfed
@@ -458,14 +458,14 @@ tessa,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market
pandaSDMX,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2023-02-25,134,https://github.com/dr-leo/pandaSDMX,"Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations.",True,False,False,False,dr-leo/pandaSDMX
cif,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-06-18,66,https://github.com/LenkaV/CIF,"Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators.",True,False,False,False,LenkaV/CIF
finagg,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-22,540,https://github.com/theOGognf/finagg,"finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML.",True,False,False,False,theOGognf/finagg
FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-25,8399,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase
FinanceToolkit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-18,5270,https://github.com/JerBouma/FinanceToolkit,"Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more.",True,False,False,False,JerBouma/FinanceToolkit
FinanceDatabase,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-25,8403,https://github.com/JerBouma/FinanceDatabase,"This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets.",True,False,False,False,JerBouma/FinanceDatabase
FinanceToolkit,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-18,5272,https://github.com/JerBouma/FinanceToolkit,"Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more.",True,False,False,False,JerBouma/FinanceToolkit
Trading Strategy,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://github.com/tradingstrategy-ai/trading-strategy/,download price data for decentralised exchanges and lending protocols (DeFi).,True,False,False,False,
datamule-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-14,556,https://github.com/john-friedman/datamule-python,A package to work with SEC data. Incorporates datamule endpoints.,True,False,False,False,john-friedman/datamule-python
fsynth,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2025-12-27,8,https://github.com/welcra/fsynth,Python library for high-fidelity unlimited synthetic financial data generation using Heston Stochastic Volatility and Merton Jump Diffusion.,True,False,False,False,welcra/fsynth
fedfred,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://nikhilxsunder.github.io/fedfred/,"FRED & GeoFRED Economic data API with preprocessed dataframe output in pandas/geopandas, polars/polars_st, and dask dataframes/geodataframes.",False,False,False,False,
edgar-sec,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://edgar-sec-dev-team.github.io/edgar-sec/,EDGAR Financial data API with preprocessed dataclass outputs.,False,False,False,False,
edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,2631,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools
edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,2632,https://github.com/dgunning/edgartools,"AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames.",True,False,False,False,dgunning/edgartools
filingrail-mcp,Python,"Python,MCP",Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-13,0,https://pypi.org/project/filingrail-mcp/,"MCP server and Python SDK for a SEC EDGAR REST API covering XBRL fundamentals, Form 4 insider trades, 8-K events, 13F holdings and filings, where every record carries the source sec.gov filing URL it came from. [GitHub](https://github.com/adamhudson777/filingrail-mcp)",True,False,True,False,adamhudson777/filingrail-mcp
disclosure-alpha,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-30,4,https://github.com/alwank/disclosure-alpha,"Deterministic SEC filing analytics for 10-K/10-Q: section extraction, tone and boilerplate metrics, year-over-year diff, and reproducible disclosure risk scores. CLI, Python SDK, HTTP panel screener, and MCP — no LLM required.",True,False,False,False,alwank/disclosure-alpha
Tradevo Data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-07,3,https://github.com/christianpichichero-max/pit-fundamentals,"Point-in-time US equity fundamentals from SEC EDGAR that stamp each figure with the date it first became public and flag later restatements, so fundamental backtests avoid lookahead bias; free CC0 sample of 40 large-caps, with a paid JSON API. [Website](https://tradevodata.com)",True,False,False,False,christianpichichero-max/pit-fundamentals
@@ -474,11 +474,11 @@ FXMacroData,Python,Python,Market Data & Data Sources,Market Data & Data Sources,
uk-sic-codes,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-22,0,https://pypi.org/project/uk-sic-codes/,"UK SIC 2007 industry classification code lookup, search, and validation. 731 codes, 21 sections.",False,False,True,False,
uk-company-number,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-22,0,https://pypi.org/project/uk-company-number/,"Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes.",False,False,True,False,
veroq-python,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-31,1,https://github.com/Veroq-api/veroq-python,"Financial intelligence API with verified market data, trading signals, sentiment analysis, and fact-checking across 1,061+ tickers. [PyPI](https://pypi.org/project/veroq/)",True,False,False,False,Veroq-api/veroq-python
lse-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,213,https://github.com/londonstrategicedge/lse-data,"Live ticks over WebSocket plus historical ticks and candles for stocks, FX, crypto, commodities, indices, ETFs and futures, with options chains and greeks, economics series and government bond yields, across 118,000+ datasets. US stocks from 2003, FX from 2009, options from 2014, economics back to 1900. Free, no subscription tiers. [PyPI](https://pypi.org/project/lse-data/)",True,False,False,False,londonstrategicedge/lse-data
lse-data,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-20,220,https://github.com/londonstrategicedge/lse-data,"Live ticks over WebSocket plus historical ticks and candles for stocks, FX, crypto, commodities, indices, ETFs and futures, with options chains and greeks, economics series and government bond yields, across 118,000+ datasets. US stocks from 2003, FX from 2009, options from 2014, economics back to 1900. Free, no subscription tiers. [PyPI](https://pypi.org/project/lse-data/)",True,False,False,False,londonstrategicedge/lse-data
IBrokers,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-11-16,0,https://cran.r-project.org/web/packages/IBrokers/index.html,Provides native R access to Interactive Brokers Trader Workstation API.,False,True,False,False,
Rblpapi,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-02,176,https://github.com/Rblp/Rblpapi,An R Interface to 'Bloomberg' is provided via the 'Blp API'.,True,False,False,False,Rblp/Rblpapi
Rbitcoin,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2016-10-25,57,https://github.com/jangorecki/Rbitcoin,"Unified markets API interface (bitstamp, kraken, btce, bitmarket).",True,False,False,False,jangorecki/Rbitcoin
GetTDData,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-06-04,28,https://github.com/msperlin/GetTDData,Downloads and aggregates data for Brazilian government issued bonds directly from the website of Tesouro Direto.,True,False,False,False,msperlin/GetTDData
GetTDData,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-29,28,https://github.com/msperlin/GetTDData,Downloads and aggregates data for Brazilian government issued bonds directly from the website of Tesouro Direto.,True,False,False,False,msperlin/GetTDData
GetHFData,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2020-06-30,41,https://github.com/msperlin/GetHFData,Downloads and aggregates high frequency trading data for Brazilian instruments directly from Bovespa ftp site.,True,False,False,False,msperlin/GetHFData
td,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-02-12,19,https://github.com/eddelbuettel/td,Interfaces the 'twelvedata' API for stocks and (digital and standard) currencies.,True,False,False,False,eddelbuettel/td
rbcb,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2024-01-23,98,https://github.com/wilsonfreitas/rbcb,R interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/rbcb
@@ -498,20 +498,20 @@ Backtesting Arena,TypeScript,TypeScript,Market Data & Data Sources,Market Data &
EarningsCall,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-07-21,35,https://github.com/EarningsCall/earningscall-python,"REST API and Python/JavaScript SDK for earnings call transcripts, audio files, and slide decks for 9,000+ public companies. Includes speaker-level data, Q&A segmentation, and earnings calendar.",True,False,False,False,EarningsCall/earningscall-python
Korean Market Data,Data,Data,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-29,0,https://github.com/james-brand/korea-market-data,"Daily foreign and institutional net flows for every KOSPI/KOSDAQ common stock plus all 44 KRX sector indices with returns and excess return vs market, in English CSV/JSON under CC BY 4.0 with a Zenodo DOI, rebuilt each trading day.",True,False,False,False,james-brand/korea-market-data
AgentServices,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-08-26,1,https://agentservices.to,"x402-paid crypto and market data API platform: 54 services, 97 endpoints, 37 MCP tools. Real-time prices, technical indicators, on-chain data, and market intelligence with on-chain USDC payments on Base. [GitHub](https://github.com/vbkotecha/aiservices-api)",True,False,False,False,vbkotecha/aiservices-api
pmxt,Python,"Python,JavaScript",Prediction Markets,Prediction Markets,prediction-markets,2026-07-18,2106,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt
polymarket-whales,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-03-20,60,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales
pmxt,Python,"Python,JavaScript",Prediction Markets,Prediction Markets,prediction-markets,2026-07-18,2107,https://github.com/pmxt-dev/pmxt,"The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more.",True,False,False,False,pmxt-dev/pmxt
polymarket-whales,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-03-20,61,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales
Polymarket Scanner API,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,error,0,https://github.com/vesper-astrena/polymarket-scanner-api,"Real-time arbitrage detection API for Polymarket prediction markets, scanning 12,000+ markets for mispricings.",True,False,False,False,vesper-astrena/polymarket-scanner-api
SimpleFunctions,JavaScript,JavaScript,Prediction Markets,Prediction Markets,prediction-markets,error,0,https://github.com/spfunctions/simplefunctions-cli,"Prediction market intelligence CLI for Kalshi and Polymarket. Causal thesis models, edge detection, 24/7 orderbook monitoring, what-if scenarios, and trade execution. MCP server for AI agent integration.",True,False,False,False,spfunctions/simplefunctions-cli
PolyMind,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-06-18,1,https://polyminds.netlify.app/,"Real-time Polymarket trading alerts with multi-AI analysis (Groq, Claude, Gemini). Track whale bets, volume spikes, coordinated wallets, and 12 signal types. Free tier available. [GitHub](https://github.com/samirasadov28-code/PolyMind)",True,False,False,False,samirasadov28-code/PolyMind
prediction-market-maker,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-04-10,28,https://github.com/octavi42/prediction-market-maker,"Open-source market-making strategy that placed #2 in Paradigm's prediction market challenge, with full strategy evolution and analysis.",True,False,False,False,octavi42/prediction-market-maker
Oracle3,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-05-07,250,https://github.com/YichengYang-Ethan/oracle3,"Autonomous trading agent for Kalshi, Polymarket, and Solana — Wang Transform pricing (calibrated on 291k resolved contracts) drives eight constraint-based arbitrage strategies and Kelly-sized model trades.",True,False,False,False,YichengYang-Ethan/oracle3
Oracle3,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-05-07,251,https://github.com/YichengYang-Ethan/oracle3,"Autonomous trading agent for Kalshi, Polymarket, and Solana — Wang Transform pricing (calibrated on 291k resolved contracts) drives eight constraint-based arbitrage strategies and Kelly-sized model trades.",True,False,False,False,YichengYang-Ethan/oracle3
marketlens,Python,"Python,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-08-18,26,https://github.com/marketlenstrade/marketlens-python,"Tick-level Polymarket order book history with replay and a backtesting engine simulating queue priority, latency, and slippage.",True,False,False,False,marketlenstrade/marketlens-python
polymarket-bot-lab,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,2026-07-29,0,https://github.com/oraclemangle/polymarket-bot-lab,"Open-sourced research lab of 11 candidate Polymarket trading bots (weather, sports, longshot fades, maker, whale-flow) with a shared CLOB/backtest framework, ADR decision log, and honest paper/live results. Companion free dataset: [polymarket-canary-tape](https://huggingface.co/datasets/oraclemangle/polymarket-canary-tape) (300M+ events, CC-BY-4.0).",True,False,False,False,oraclemangle/polymarket-bot-lab
Live Tennis API,REST,"REST,WebSocket,MCP",Prediction Markets,Prediction Markets,prediction-markets,2026-08-23,162,https://livetennisapi.com,"Real-time tennis scores, serving and break-point state, and model win probabilities for pricing tennis event markets, plus H2H, rankings and a 1968-2022 point-by-point archive; free tier. [GitHub](https://github.com/livetennisapi/livetennisapi-mcp)",True,False,False,False,livetennisapi/livetennisapi-mcp
polymm,Python,"Python,Polymarket",Prediction Markets,Prediction Markets,prediction-markets,2026-08-16,83,https://github.com/kachence/polymm,"Market-making and arbitrage bot for Polymarket sports and esports markets, pricing from de-vigged sportsbook odds.",True,False,False,False,kachence/polymm
polymm,Python,"Python,Polymarket",Prediction Markets,Prediction Markets,prediction-markets,2026-08-16,85,https://github.com/kachence/polymm,"Market-making and arbitrage bot for Polymarket sports and esports markets, pricing from de-vigged sportsbook odds.",True,False,False,False,kachence/polymm
QuantRank500,Python,Python,Prediction Markets,Prediction Markets,prediction-markets,error,0,https://github.com/quantrank500/quantrank500,"Open-source public record of stock predictions: commit-reveal before the open, automatic settlement against exchange data, tamper-evident hash-chained ledger. Live at [quantrank500.com](https://quantrank500.com).",True,False,False,False,quantrank500/quantrank500
exchange_calendars,Python,Python,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-08-09,664,https://github.com/gerrymanoim/exchange_calendars,Stock Exchange Trading Calendars.,True,False,False,False,gerrymanoim/exchange_calendars
bizdays,Python,Python,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-03-08,94,https://github.com/wilsonfreitas/python-bizdays,Business days calculations and utilities.,True,False,False,False,wilsonfreitas/python-bizdays
bizdays,Python,Python,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-03-08,95,https://github.com/wilsonfreitas/python-bizdays,Business days calculations and utilities.,True,False,False,False,wilsonfreitas/python-bizdays
pandas_market_calendars,Python,Python,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-05-27,994,https://github.com/rsheftel/pandas_market_calendars,Exchange calendars to use with pandas for trading applications.,True,False,False,False,rsheftel/pandas_market_calendars
timeDate,R,R,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-01-28,0,https://cran.r-project.org/web/packages/timeDate/index.html,Chronological and Calendar Objects.,False,True,False,False,
bizdays,R,R,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2025-01-08,58,https://github.com/wilsonfreitas/R-bizdays,Business days calculations and utilities.,True,False,False,False,wilsonfreitas/R-bizdays
@@ -520,10 +520,10 @@ us-equity-market-calendar,TypeScript,TypeScript,Calendars & Market Hours,Calenda
fx-value-date,TypeScript,TypeScript,Calendars & Market Hours,Calendars & Market Hours,calendars-market-hours,2026-07-11,0,https://github.com/moshejs/fx-value-date,"FX spot/forward value-date calculation across two currency holiday calendars, with the USD-lag and end-of-month rules; zero dependencies.",True,False,False,False,moshejs/fx-value-date
D-Tale,Python,Python,Visualization,Visualization,visualization,2026-05-11,5214,https://github.com/man-group/dtale,Visualizer for pandas dataframes and xarray datasets.,True,False,False,False,man-group/dtale
mplfinance,Python,Python,Visualization,Visualization,visualization,2024-04-02,4427,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,False,False,matplotlib/mplfinance
finplot,Python,Python,Visualization,Visualization,visualization,2026-03-26,1180,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,False,False,highfestiva/finplot
finvizfinance,Python,Python,Visualization,Visualization,visualization,2026-08-27,1624,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
finplot,Python,Python,Visualization,Visualization,visualization,2026-03-26,1181,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,False,False,highfestiva/finplot
finvizfinance,Python,Python,Visualization,Visualization,visualization,2026-08-29,1624,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
market-analy,Python,Python,Visualization,Visualization,visualization,2026-07-23,80,https://github.com/maread99/market_analy,Analysis and interactive charting using [market-prices](https://github.com/maread99/market_prices) and bqplot.,True,False,False,False,maread99/market_analy
QuantInvestStrats,Python,Python,Visualization,Visualization,visualization,2026-08-28,622,https://github.com/ArturSepp/QuantInvestStrats,"Quantitative Investment Strategies (QIS) package implements Python analytics for visualisation of financial data, performance reporting, analysis of quantitative strategies.",True,False,False,False,ArturSepp/QuantInvestStrats
QuantInvestStrats,Python,Python,Visualization,Visualization,visualization,2026-08-29,623,https://github.com/ArturSepp/QuantInvestStrats,"Quantitative Investment Strategies (QIS) package implements Python analytics for visualisation of financial data, performance reporting, analysis of quantitative strategies.",True,False,False,False,ArturSepp/QuantInvestStrats
LightweightCharts.jl,Julia,Julia,Visualization,Visualization,visualization,2026-07-06,56,https://github.com/bhftbootcamp/LightweightCharts.jl,Julia wrapper for Lightweight Charts™ by TradingView.,True,False,False,False,bhftbootcamp/LightweightCharts.jl
QUANTAXIS_Webkit,JavaScript,JavaScript,Visualization,Visualization,visualization,2017-07-30,37,https://github.com/yutiansut/QUANTAXIS_Webkit,An awesome visualization center based on quantaxis.,True,False,False,False,yutiansut/QUANTAXIS_Webkit
dxcharts-lite,JavaScript,JavaScript,Visualization,Visualization,visualization,2026-08-20,101,https://github.com/devexperts/dxcharts-lite,Flexible financial charting library based on HTML5 canvas.,True,False,False,False,devexperts/dxcharts-lite
@@ -533,29 +533,30 @@ Bilig,TypeScript,TypeScript,Excel & Spreadsheet Integration,Excel & Spreadsheet
xlwings,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-08-24,3398,https://www.xlwings.org/,Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings),True,False,False,False,xlwings/xlwings
openpyxl,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,https://openpyxl.readthedocs.io/en/latest/,Read/Write Excel 2007 xlsx/xlsm files.,False,False,False,False,
xlrd,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-07-15,2206,https://github.com/python-excel/xlrd,Library for developers to extract data from Microsoft Excel spreadsheet files.,True,False,False,False,python-excel/xlrd
xlsxwriter,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-08-04,3969,https://xlsxwriter.readthedocs.io/,Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter),True,False,False,False,jmcnamara/XlsxWriter
xlsxwriter,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2026-08-04,3970,https://xlsxwriter.readthedocs.io/,Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter),True,False,False,False,jmcnamara/XlsxWriter
xlwt,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2018-09-16,1043,https://github.com/python-excel/xlwt,"Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform.",True,False,False,False,python-excel/xlwt
xlloop,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,2018-03-10,110,http://xlloop.sourceforge.net,XLLoop is an open source framework for implementing Excel user-defined functions (UDFs) on a centralised server (a function server). [GitHub](https://github.com/poidasmith/xlloop),True,False,False,False,poidasmith/xlloop
expy,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,http://www.bnikolic.co.uk/expy/expy.html,"The ExPy add-in allows easy use of Python directly from within an Microsoft Excel spreadsheet, both to execute arbitrary code and to define new Excel functions.",False,False,False,False,
pyxll,Python,Python,Excel & Spreadsheet Integration,Excel & Spreadsheet Integration,excel-spreadsheet-integration,,0,https://www.pyxll.com,PyXLL is an Excel add-in that enables you to extend Excel using nothing but Python code.,False,False,False,False,
QFO Quant Platform,Python,"Python,React,A-shares",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-08-16,0,https://www.qfo-quant-platform.com/,"Local-first quantitative research and backtesting platform with data synchronization, multi-asset screening, factor analysis, portfolio optimization, risk analysis, and optional LLM-assisted news analysis. [GitHub](https://github.com/yeh2017/QFO-Quant-Platform)",True,False,False,False,yeh2017/QFO-Quant-Platform
dsh-quant,TypeScript,"TypeScript,DeepSeek Harness",Quant Research Environments,Quant Research Environments,quant-research-environments,2026-08-27,26,https://github.com/pengpengyi92/dsh-quant,"Agent-native quantitative research toolkit for DeepSeek Harness: 46 tools across data, alpha, ML, risk, execution and ecosystem domains, with an end-to-end research pipeline.",True,False,False,False,pengpengyi92/dsh-quant
Jupyter Quant,Python,Python,Quant Research Environments,Quant Research Environments,quant-research-environments,2024-06-14,22,https://github.com/gnzsnz/jupyter-quant,"A dockerized Jupyter quant research environment with preloaded tools for quant analysis, statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, etc.",True,False,False,False,gnzsnz/jupyter-quant
RunMat,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-28,253,https://runmat.org,"High performance, Open Source, MATLAB syntax runtime. [GitHub](https://github.com/runmat-org/runmat)",True,False,False,False,runmat-org/runmat
QuantLibRisks,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-05-13,42,https://github.com/auto-differentiation/QuantLib-Risks-Cpp,Fast risks with QuantLib in C++.,True,False,False,False,auto-differentiation/QuantLib-Risks-Cpp
XAD,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-05,426,https://github.com/auto-differentiation/xad,Automatic Differentation (AAD) Library.,True,False,False,False,auto-differentiation/xad
QuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-28,7549,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib
XAD,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-05,425,https://github.com/auto-differentiation/xad,Automatic Differentation (AAD) Library.,True,False,False,False,auto-differentiation/xad
QuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-28,7551,https://github.com/lballabio/QuantLib,The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance.,True,False,False,False,lballabio/QuantLib
JQuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2016-02-26,155,https://github.com/frgomes/jquantlib,Java port.,True,False,False,False,frgomes/jquantlib
RQuantLib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-26,136,https://github.com/eddelbuettel/rquantlib,R port.,True,False,False,False,eddelbuettel/rquantlib
QuantLibAddin,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,,0,https://www.quantlib.org/quantlibaddin/,Excel support.,False,False,False,False,
QuantLibXL,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,,0,https://www.quantlib.org/quantlibxl/,Excel support.,False,False,False,False,
QLNet,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-04,427,https://github.com/amaggiulli/qlnet,.Net port.,True,False,False,False,amaggiulli/qlnet
PyQL,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-16,1336,https://github.com/enthought/pyql,Python port.,True,False,False,False,enthought/pyql
PyQL,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-07-16,1337,https://github.com/enthought/pyql,Python port.,True,False,False,False,enthought/pyql
QuantLib.jl,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2020-02-18,144,https://github.com/pazzo83/QuantLib.jl,Julia port.,True,False,False,False,pazzo83/QuantLib.jl
QuantLib-Python Documentation,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,,0,https://quantlib-python-docs.readthedocs.io/,Documentation for the Python bindings for the QuantLib library.,False,False,False,False,
TA-Lib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-28,1661,https://ta-lib.org,perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib),True,False,False,False,TA-Lib/ta-lib
TA-Lib,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-29,1661,https://ta-lib.org,perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib),True,False,False,False,TA-Lib/ta-lib
RunMat,,,Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-28,253,https://github.com/runmat-org/runmat,Rust runtime for MATLAB-syntax array math with automatic CPU/GPU execution and fused kernels for quant simulations.,True,False,False,False,runmat-org/runmat
godzilla.dev,C++,"C++,Python",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-11,371,https://godzilla.dev,"Open-source framework for crypto quant trading, funding rate arbitrage and ultra-low-latency market making. [GitHub](https://github.com/godzilla-foundation/godzilla-community)",True,False,False,False,godzilla-foundation/godzilla-community
PineTS,TypeScript,"TypeScript,JavaScript,Pine Script",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-24,512,https://github.com/LuxAlgo/PineTS,"Open-source transpiler and runtime that executes Pine Script logic in Node.js and the browser with 1:1 syntax compatibility, for running indicators and strategies on your own infrastructure.",True,False,False,False,LuxAlgo/PineTS
PineTS,TypeScript,"TypeScript,JavaScript,Pine Script",Cross-Language Frameworks,Cross-Language Frameworks,cross-language-frameworks,2026-08-24,515,https://github.com/LuxAlgo/PineTS,"Open-source transpiler and runtime that executes Pine Script logic in Node.js and the browser with 1:1 syntax compatibility, for running indicators and strategies on your own infrastructure.",True,False,False,False,LuxAlgo/PineTS
Quant Sprint,Training,"Training,Interviews","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://lambdia.com/play,"Free timed drill of first round quant interview questions on options and the Greeks, two sided quoting, probability and mental arithmetic.",False,False,False,False,
QuantVault,Training,"Training,Interviews","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://quantvault.org,"Quant interview prep with 391 free problems with full worked solutions, per-firm online-assessment guides, and free playable replicas of real trading-firm OAs (Optiver, SIG, IMC).",False,False,False,False,
Wyckoff Method Course,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://arapov.trade/en/freestudying/wyckoff-method,"Free course on volume analysis and the Wyckoff method: market phases, spring/upthrust, order flow reading.",False,False,False,False,
@@ -569,15 +570,15 @@ Quantitative-Notebooks,,,"Reproducing Works, Training & Books","Reproducing Work
QuantEcon,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://quantecon.org/,"Lecture series on economics, finance, econometrics and data science; QuantEcon.py, QuantEcon.jl, notebooks.",False,False,False,False,
FinanceHub,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-05-25,801,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance.,True,False,False,False,Finance-Hub/FinanceHub
Python_Option_Pricing,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-13,851,https://github.com/dedwards25/Python_Option_Pricing,"An library to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options.",True,False,False,False,dedwards25/Python_Option_Pricing
python-training,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-24,14045,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training
python-training,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-24,14058,https://github.com/jpmorganchase/python-training,J.P. Morgan's Python training for business analysts and traders.,True,False,False,False,jpmorganchase/python-training
Stock_Analysis_For_Quant,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-04,2055,https://github.com/LastAncientOne/Stock_Analysis_For_Quant,"Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau.",True,False,False,False,LastAncientOne/Stock_Analysis_For_Quant
algorithmic-trading-with-python,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-06-01,3480,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,False,False,chrisconlan/algorithmic-trading-with-python
algorithmic-trading-with-python,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2021-06-01,3481,https://github.com/chrisconlan/algorithmic-trading-with-python,Source code for Algorithmic Trading with Python (2020) by Chris Conlan.,True,False,False,False,chrisconlan/algorithmic-trading-with-python
MEDIUM_NoteBook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-09-22,2144,https://github.com/cerlymarco/MEDIUM_NoteBook,Repository containing notebooks of [cerlymarco](https://github.com/cerlymarco)'s posts on Medium.,True,False,False,False,cerlymarco/MEDIUM_NoteBook
QuantFinance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-09-02,617,https://github.com/PythonCharmers/QuantFinance,Training materials in quantitative finance.,True,False,False,False,PythonCharmers/QuantFinance
IPythonScripts,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-02-28,179,https://github.com/mgroncki/IPythonScripts,"Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning.",True,False,False,False,mgroncki/IPythonScripts
Computational-Finance-Course,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-03-01,897,https://github.com/LechGrzelak/Computational-Finance-Course,Materials for the course of Computational Finance.,True,False,False,False,LechGrzelak/Computational-Finance-Course
Computational-Finance-Course,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-03-01,898,https://github.com/LechGrzelak/Computational-Finance-Course,Materials for the course of Computational Finance.,True,False,False,False,LechGrzelak/Computational-Finance-Course
Machine-Learning-for-Asset-Managers,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-01-29,660,https://github.com/emoen/Machine-Learning-for-Asset-Managers,"Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.",True,False,False,False,emoen/Machine-Learning-for-Asset-Managers
Python-for-Finance-Cookbook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-03-02,799,https://github.com/PacktPublishing/Python-for-Finance-Cookbook,"Python for Finance Cookbook, published by Packt.",True,False,False,False,PacktPublishing/Python-for-Finance-Cookbook
Python-for-Finance-Cookbook,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-03-02,800,https://github.com/PacktPublishing/Python-for-Finance-Cookbook,"Python for Finance Cookbook, published by Packt.",True,False,False,False,PacktPublishing/Python-for-Finance-Cookbook
modelos_vol_derivativos,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-08-19,59,https://github.com/ysaporito/modelos_vol_derivativos,"""Modelos de Volatilidade para Derivativos"" book's Jupyter notebooks.",True,False,False,False,ysaporito/modelos_vol_derivativos
NMOF,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-08-20,39,https://github.com/enricoschumann/NMOF,"Functions, examples and data from the first and the second edition of ""Numerical Methods and Optimization in Finance"" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658).",True,False,False,False,enricoschumann/NMOF
py4fi2nd,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-06-06,2260,https://github.com/yhilpisch/py4fi2nd,"Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.",True,False,False,False,yhilpisch/py4fi2nd
@@ -596,18 +597,18 @@ Differential Machine Learning and Axes that matter by Brian Huge and Antoine Sav
systematictradingexamples,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-07-22,488,https://github.com/robcarver17/systematictradingexamples,Examples of code related to book [Systematic Trading](www.systematictrading.org) and [blog](http://qoppac.blogspot.com).,True,False,False,False,robcarver17/systematictradingexamples
pysystemtrade_examples,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2018-02-21,279,https://github.com/robcarver17/pysystemtrade_examples,Examples using pysystemtrade for Robert Carver's [blog](http://qoppac.blogspot.com).,True,False,False,False,robcarver17/pysystemtrade_examples
ML_Finance_Codes,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2020-06-13,2638,https://github.com/mfrdixon/ML_Finance_Codes,Machine Learning in Finance: From Theory to Practice Book.,True,False,False,False,mfrdixon/ML_Finance_Codes
Hands-On Machine Learning for Algorithmic Trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-01-18,1915,https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading,"Hands-On Machine Learning for Algorithmic Trading, published by Packt.",True,False,False,False,packtpublishing/hands-on-machine-learning-for-algorithmic-trading
Hands-On Machine Learning for Algorithmic Trading,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2023-01-18,1916,https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading,"Hands-On Machine Learning for Algorithmic Trading, published by Packt.",True,False,False,False,packtpublishing/hands-on-machine-learning-for-algorithmic-trading
financialnoob-misc,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-08-26,28,https://github.com/financialnoob/misc,Codes from @financialnoob's posts.,True,False,False,False,financialnoob/misc
MesoSim Options Trading Strategy Library,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-04-06,22,https://github.com/deltaray-io/strategy-library,Free and public Options Trading strategy library for MesoSim.,True,False,False,False,deltaray-io/strategy-library
Quant-Finance-With-Python-Code,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-01-15,184,https://github.com/lingyixu/Quant-Finance-With-Python-Code,Repo for code examples in Quantitative Finance with Python by Chris Kelliher.,True,False,False,False,lingyixu/Quant-Finance-With-Python-Code
QuantFinanceTraining,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-02-20,42,https://github.com/JoaoJungblut/QuantFinanceTraining,"This repository contains codes that were executed during my training in the CQF (Certificate in Quantitative Finance). The codes are organized by class, facilitating navigation and reference.",True,False,False,False,JoaoJungblut/QuantFinanceTraining
book_irds3,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2022-10-29,125,https://github.com/attack68/book_irds3,Code repository for Pricing and Trading Interest Rate Derivatives.,True,False,False,False,attack68/book_irds3
Autoencoder-Asset-Pricing-Models,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-08-17,149,https://github.com/RichardS0268/Autoencoder-Asset-Pricing-Models,"Reimplementation of Autoencoder Asset Pricing Models ([GKX, 2019](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3335536)).",True,False,False,False,RichardS0268/Autoencoder-Asset-Pricing-Models
Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-12,4198,https://github.com/shashankvemuri/Finance,"150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.",True,False,False,False,shashankvemuri/Finance
Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-05-12,4200,https://github.com/shashankvemuri/Finance,"150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data.",True,False,False,False,shashankvemuri/Finance
101_formulaic_alphas,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2022-07-11,51,https://github.com/ram-ki/101_formulaic_alphas,Implementation of [101 formulaic alphas](https://arxiv.org/abs/1601.00991) using qstrader.,True,False,False,False,ram-ki/101_formulaic_alphas
Tidy Finance,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,,0,https://www.tidy-finance.org/,"An opinionated approach to empirical research in financial economics - a fully transparent, open-source code base in multiple programming languages (Python and R) to enable the reproducible implementation of financial research projects for students and practitioners.",False,False,False,False,
RoughVolatilityWorkshop,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-09-06,73,https://github.com/jgatheral/RoughVolatilityWorkshop,2024 QuantMind's Rough Volatility Workshop lectures.,True,False,False,False,jgatheral/RoughVolatilityWorkshop
AFML,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-09-05,861,https://github.com/boyboi86/AFML,All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.,True,False,False,False,boyboi86/AFML
AFML,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2024-09-05,863,https://github.com/boyboi86/AFML,All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo.,True,False,False,False,boyboi86/AFML
AlgoTradingLib,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-03-28,33,https://github.com/usdaud/algotradinglib.github.io,"A catalog of algorithmic trading libraries, frameworks, strategies, and educational materials.",True,False,False,False,usdaud/algotradinglib.github.io
Portfolio Optimization Book,,,"Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2025-02-17,27,https://portfoliooptimizationbook.com/,Prof. Daniel Palomar's Portfolio Optimization Book. [GitHub](https://github.com/dppalomar/pob),True,False,False,False,dppalomar/pob
direct_vola,Python,"Python,R","Reproducing Works, Training & Books","Reproducing Works, Training & Books",reproducing-works-training-books,2026-05-01,6,https://github.com/wol-fi/direct_vola,Demo code for direct Black-Scholes implied-volatility calculation from normalized call prices via the inverse-Gaussian quantile representation.,True,False,False,False,wol-fi/direct_vola
1 project language languages category section section_slug last_commit stars url description github cran pypi commercial repo
2 numpy Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-28 32621 32630 https://www.numpy.org NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy) True False False False numpy/numpy
3 scipy Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-28 2026-08-29 14963 14968 https://www.scipy.org SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy) True False False False scipy/scipy
4 pandas Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-29 49586 49591 https://pandas.pydata.org pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas) True False False False pandas-dev/pandas
5 polars Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-28 2026-08-29 39534 39542 https://docs.pola.rs/ Polars is a blazingly fast DataFrame library for manipulating structured data. [GitHub](https://github.com/pola-rs/polars) True False False False pola-rs/polars
6 quantdsl Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2017-10-26 384 https://github.com/johnbywater/quantdsl Domain specific language for quantitative analytics in finance and trading. True False False False johnbywater/quantdsl
7 statistics Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 0 https://docs.python.org/3/library/statistics.html Builtin Python library for all basic statistical calculations. False False False False
8 sympy Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-27 2026-08-29 14896 14898 https://www.sympy.org/ SymPy is a Python library for symbolic mathematics. [GitHub](https://github.com/sympy/sympy) True False False False sympy/sympy
9 pymc3 Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-16 9728 9731 https://docs.pymc.io/ Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano. [GitHub](https://github.com/pymc-devs/pymc) True False False False pymc-devs/pymc
10 modelx Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-27 134 https://docs.modelx.io/ Python reimagination of spreadsheets as formula-centric objects that are interoperable with pandas. [GitHub](https://github.com/fumitoh/modelx) True False False False fumitoh/modelx
11 ArcticDB Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-28 2494 2497 https://github.com/man-group/ArcticDB High performance datastore for time series and tick data. True False False False man-group/ArcticDB
12 CRNG Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-04-12 9 https://github.com/brotto/crng Contingency Random Number Generator that produces random numbers with real financial market statistical signatures (fat tails, volatility clustering, kurtosis). Matches 86% of real market metrics vs 14% for NumPy. True False False False brotto/crng
13 xts R R Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-02-27 224 https://github.com/joshuaulrich/xts eXtensible Time Series: Provide for uniform handling of R's different time-based data classes by extending zoo, maximizing native format information preservation and allowing for user level customization and extension, while simplifying cross-class interoperability. True False False False joshuaulrich/xts
14 data.table R R Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-24 3914 https://github.com/Rdatatable/data.table Extension of data.frame: Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread). Offers a natural and flexible syntax, for faster development. True False False False Rdatatable/data.table
23 DataFrames.jl Julia Julia Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-23 1831 https://github.com/JuliaData/DataFrames.jl In-memory tabular data in Julia. True False False False JuliaData/DataFrames.jl
24 TSFrames.jl Julia Julia Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2024-06-18 101 https://github.com/xKDR/TSFrames.jl Handle timeseries data on top of the powerful and mature DataFrames.jl. True False False False xKDR/TSFrames.jl
25 TimeArrays.jl Julia Julia Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-07-03 40 https://github.com/bhftbootcamp/TimeArrays.jl Time series handling for Julia. True False False False bhftbootcamp/TimeArrays.jl
26 jacobian Python Python,MCP Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-08-28 2026-08-29 78 82 https://github.com/morluto/jacobian Exact computation and conjecture testing across polynomial maps, linear algebra, and graph algorithms for agent-driven mathematical research. True False False False morluto/jacobian
27 PyQL Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-07-16 1336 1337 https://github.com/enthought/pyql QuantLib's Python port. True False False False enthought/pyql
28 pyfin Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2014-12-03 318 https://github.com/opendoor-labs/pyfin Basic options pricing in Python. *ARCHIVED*. True False False False opendoor-labs/pyfin
29 vollib Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2023-04-01 1016 1017 https://github.com/vollib/vollib vollib is a python library for calculating option prices, implied volatility and greeks. True False False False vollib/vollib
30 py_vollib Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-04-30 427 428 https://github.com/vollib/py_vollib vollib Python implementation. True False False False vollib/py_vollib
31 vanilla-option-pricers Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-28 14 https://github.com/ArturSepp/VanillaOptionPricers Fast, vectorised Black-Scholes-Merton and Bachelier pricers and implied volatility fitters, including inverse options for crypto derivatives. True False False False ArturSepp/VanillaOptionPricers
32 StochVolModels Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-28 234 https://github.com/ArturSepp/StochVolModels Pricing analytics and Monte Carlo simulation for stochastic volatility models, including the log-normal SV model and the Heston model. True False False False ArturSepp/StochVolModels
33 QuantPy Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2017-11-28 1051 https://github.com/jsmidt/QuantPy A framework for quantitative finance In python. True False False False jsmidt/QuantPy
34 Finance-Python Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2024-01-01 911 https://github.com/alpha-miner/Finance-Python Python tools for Finance. True False False False alpha-miner/Finance-Python
35 ffn Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-13 2636 2637 https://github.com/pmorissette/ffn A financial function library for Python. True False False False pmorissette/ffn
36 pynance Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2021-02-03 474 https://github.com/GriffinAustin/pynance Lightweight Python library for assembling and analyzing financial data. True False False False GriffinAustin/pynance
37 tia Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2017-06-05 428 https://github.com/bpsmith/tia Toolkit for integration and analysis. True False False False bpsmith/tia
38 pysabr Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2022-04-21 623 https://github.com/ynouri/pysabr SABR model Python implementation. True False False False ynouri/pysabr
39 FinancePy Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-22 3115 3117 https://github.com/domokane/FinancePy A Python Finance Library that focuses on the pricing and risk-management of Financial Derivatives, including fixed-income, equity, FX and credit derivatives. True False False False domokane/FinancePy
40 gs-quant Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-26 12782 12811 https://github.com/goldmansachs/gs-quant Python toolkit for quantitative finance. True False False False goldmansachs/gs-quant
41 willowtree Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2018-07-14 381 https://github.com/federicomariamassari/willowtree Robust and flexible Python implementation of the willow tree lattice for derivatives pricing. True False False False federicomariamassari/willowtree
42 financial-engineering Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2017-11-20 543 https://github.com/federicomariamassari/financial-engineering Applications of Monte Carlo methods to financial engineering projects, in Python. True False False False federicomariamassari/financial-engineering
43 optlib Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2022-11-18 1630 1631 https://github.com/dbrojas/optlib A library for financial options pricing written in Python. True False False False dbrojas/optlib
44 tf-quant-finance Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-08-06 5485 5486 https://github.com/google/tf-quant-finance High-performance TensorFlow library for quantitative finance. True False False False google/tf-quant-finance
45 Q-Fin Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2023-04-07 652 https://github.com/RomanMichaelPaolucci/Q-Fin A Python library for mathematical finance. True False False False RomanMichaelPaolucci/Q-Fin
46 Quantsbin Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2021-05-23 649 https://github.com/quantsbin/Quantsbin Tools for pricing and plotting of vanilla option prices, greeks and various other analysis around them. True False False False quantsbin/Quantsbin
47 finoptions Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2024-02-01 299 https://github.com/bbcho/finoptions-dev Complete python implementation of R package fOptions with partial implementation of fExoticOptions for pricing various options. True False False False bbcho/finoptions-dev
108 QuantScale Scala Scala Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2014-01-14 51 https://github.com/choucrifahed/quantscale Scala Quantitative Finance Library. True False False False choucrifahed/quantscale
109 Scala Quant Scala Scala Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2017-05-06 10 https://github.com/frankcash/Scala-Quant Scala library for working with stock data from IFTTT recipes or Google Finance. True False False False frankcash/Scala-Quant
110 QuantMath Rust Rust Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2020-05-28 408 https://github.com/MarcusRainbow/QuantMath Financial maths library for risk-neutral pricing and risk. True False False False MarcusRainbow/QuantMath
111 RustQuant Rust Rust Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-01-14 1814 1815 https://github.com/avhz/RustQuant Quantitative finance library written in Rust. True False False False avhz/RustQuant
112 QoX Python Python Financial Instruments & Pricing Financial Instruments & Pricing financial-instruments-pricing 2026-06-11 4 https://github.com/bboutelje/qox-python-samples Finite difference pricing library written in Rust. True False False False bboutelje/qox-python-samples
113 pandas_talib Python Python Technical Indicators Technical Indicators technical-indicators 2018-05-30 787 786 https://github.com/femtotrader/pandas_talib A Python Pandas implementation of technical analysis indicators. True False False False femtotrader/pandas_talib
114 finta Python Python Technical Indicators Technical Indicators technical-indicators 2022-07-24 2264 https://github.com/peerchemist/finta Common financial technical analysis indicators implemented in Pandas. True False False False peerchemist/finta
115 Tulipy Python Python Technical Indicators Technical Indicators technical-indicators 2019-04-11 93 https://github.com/cirla/tulipy Financial Technical Analysis Indicator Library (Python bindings for [tulipindicators](https://github.com/TulipCharts/tulipindicators)). True False False False cirla/tulipy
116 lppls Python Python Technical Indicators Technical Indicators technical-indicators 2026-05-30 474 https://github.com/Boulder-Investment-Technologies/lppls A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model. True False False False Boulder-Investment-Technologies/lppls
118 streaming_indicators Python Python Technical Indicators Technical Indicators technical-indicators 2025-04-27 153 https://github.com/mr-easy/streaming_indicators A python library for computing technical analysis indicators on streaming data. True False False False mr-easy/streaming_indicators
119 QuantWave Python Python,Rust,Polars Technical Indicators Technical Indicators technical-indicators 2026-08-23 12 https://github.com/lavs9/quantwave Polars-native technical analysis and backtesting with bit-identical batch and streaming parity, plus an agent skill for consistent research-to-live strategy code. True False False False lavs9/quantwave
120 TA-Lib Python Python Technical Indicators Technical Indicators technical-indicators 2026-07-16 12218 https://github.com/mrjbq7/ta-lib Python wrapper for TA-Lib (<http://ta-lib.org/>). True False False False mrjbq7/ta-lib
121 ta Python Python Technical Indicators Technical Indicators technical-indicators 2026-03-18 5180 5181 https://github.com/bukosabino/ta Technical Analysis Library using Pandas (Python). True False False False bukosabino/ta
122 bta-lib Python Python Technical Indicators Technical Indicators technical-indicators 2020-03-11 502 https://github.com/mementum/bta-lib Technical Analysis library in pandas for backtesting algotrading and quantitative analysis. True False False False mementum/bta-lib
123 TuneTA Python Python Technical Indicators Technical Indicators technical-indicators 2023-10-13 462 https://github.com/jmrichardson/tuneta TuneTA optimizes technical indicators using a distance correlation measure to a user defined target feature such as next day return. True False False False jmrichardson/tuneta
124 TTR R R Technical Indicators Technical Indicators technical-indicators 2026-02-28 349 https://github.com/joshuaulrich/TTR Technical Trading Rules. True False False False joshuaulrich/TTR
130 ta4j Java Java Technical Indicators Technical Indicators technical-indicators 2026-08-25 2484 https://github.com/ta4j/ta4j A Java library for technical analysis. True False False False ta4j/ta4j
131 IndicatorTS JavaScript JavaScript Technical Indicators Technical Indicators technical-indicators 2026-08-20 468 https://github.com/cinar/indicatorts Indicator is a TypeScript module providing various stock technical analysis indicators, strategies, and a backtest framework for trading. True False False False cinar/indicatorts
132 orderflow JavaScript JavaScript Technical Indicators Technical Indicators technical-indicators 2025-03-31 81 https://github.com/focus1691/orderflow Orderflow trade aggregator for building Footprint Candles from exchange websocket data. True False False False focus1691/orderflow
133 IndicatorGo Golang Golang Technical Indicators Technical Indicators technical-indicators 2026-08-22 1485 1540 https://github.com/cinar/indicator IndicatorGo is a Golang module providing various stock technical analysis indicators, strategies, and a backtest framework for trading. True False False False cinar/indicator
134 TradeAggregation Rust Rust Technical Indicators Technical Indicators technical-indicators 2026-02-05 119 https://github.com/MathisWellmann/trade_aggregation-rs Aggregate trades into user-defined candles using information driven rules. True False False False MathisWellmann/trade_aggregation-rs
135 SlidingFeatures Rust Rust Technical Indicators Technical Indicators technical-indicators 2026-06-29 78 https://github.com/MathisWellmann/sliding_features-rs Chainable tree-like sliding windows for signal processing and technical analysis. True False False False MathisWellmann/sliding_features-rs
136 fin-primitives Rust Rust Technical Indicators Technical Indicators technical-indicators 2026-03-23 15 https://github.com/Mattbusel/fin-primitives Financial market primitives in Rust: Price/Quantity/Symbol newtypes, BTreeMap order book, OHLCV aggregation, SMA/EMA/RSI indicators, position ledger with PnL, and composable risk monitor. True False False False Mattbusel/fin-primitives
137 Wickra Rust Rust,Python,JavaScript,C++,C#,Golang,Java,R Technical Indicators Technical Indicators technical-indicators 2026-08-28 2026-08-29 50 51 https://github.com/wickra-lib/wickra Streaming-first technical-analysis library with a Rust core: 514 indicators updating in O(1) per tick, with bit-exact batch-vs-streaming results. True False False False wickra-lib/wickra
138 wickworks REST REST,MCP Technical Indicators Technical Indicators technical-indicators 2026-08-01 1 https://github.com/psyb0t/docker-wickworks Stateless OHLC analyzer: POST bars and requested indicators, get back RSI/MACD/Bollinger/ADX/ATR/VWAP/Ichimoku plus smart-money-concept primitives (order blocks, FVGs, BOS/CHoCH, swing structure). No database, no AI signals. True False False False psyb0t/docker-wickworks
139 orderbook Go Go,WebAssembly Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-26 14 15 https://github.com/intrepidkarthi/orderbook Embeddable limit order book and matching engine with integer-exact pricing, a single-writer core and write-ahead-log crash recovery, plus a microstructure research harness whose order-flow-imbalance, Kyle's lambda and CVD studies are measured against simulator ground truth. True False False False intrepidkarthi/orderbook
140 ERN-WO Options Backtester Java Java,Spring Boot Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-16 7 https://github.com/Javier-Garzo/ern-wo-options-backtester Streaming backtesting engine for short-duration index options with conservative five-minute execution modeling and reproducible Early Retirement Now and WealthyOption strategy replication results. True False False False Javier-Garzo/ern-wo-options-backtester
141 midas-core Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-21 0 https://github.com/w2ur/midas-core Multi-agent paper-trading framework where LLM agents author orders and a separate broker process enforces fifteen fill-time safety rails; each fill is stamped with the git commit it executed against for reproducibility. True False False False w2ur/midas-core
142 Manifold-BT Python Python,Rust Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 26 https://github.com/manifoldbt/manifoldbt High-performance Rust-powered backtesting engine for quantitative research with parameter sweeps, walk-forward and Monte Carlo. True False False False manifoldbt/manifoldbt
146 rulelint Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-11 0 https://github.com/momoddo/rulelint Linter for mechanical trading-rule conditions: replays every condition over historical bars to catch look-ahead levels, dead branches that can never fire, and regime-drifted absolute thresholds before you trust a backtest. True False False False momoddo/rulelint
147 FAIG Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-16 156 https://github.com/tg12/FAIG Fully automated trading bot for the IG Index platform (spread betting and CFDs), supporting demo and live accounts. True False False False tg12/FAIG
148 quantify Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-06-30 5 https://github.com/Zhanghanser/quantify Binance-style trading terminal with multi-strategy backtesting and a real-time, signal-only decision desk for crypto, A-shares, and US stocks. True False False False Zhanghanser/quantify
149 purgedcv Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-22 28 29 https://github.com/eslazarev/purged-cross-validation scikit-learn-compatible purged, group-purged, and combinatorial purged (CPCV) cross-validation, walk-forward splitting, and backtest-overfitting statistics (deflated and probabilistic Sharpe ratios, PBO, minimum backtest length) to prevent leakage and overfitting when backtesting trading strategies. True False False False eslazarev/purged-cross-validation
150 AlgoVault TypeScript TypeScript Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 7 https://github.com/AlgoVaultLabs/crypto-quant-signal-mcp MCP server returning composite crypto trade verdicts (direction, confidence, regime) across 5 perpetual-futures venues, with cross-venue funding-rate arbitrage and an on-chain Merkle-verified track record. Free tier. True False False False AlgoVaultLabs/crypto-quant-signal-mcp
151 alpha-forge-mcp Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-21 1 https://github.com/alforge-labs/alpha-forge-mcp MCP server wrapping the AlphaForge CLI for AI-agent-native backtesting, Optuna TPE optimization, and walk-forward testing of trading strategies from Claude Desktop, Cursor, or Claude Code. True False False False alforge-labs/alpha-forge-mcp
152 capitalcom-cli Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-06-16 1 https://github.com/SimonTarara62/capitalcom-cli Unofficial CLI and async SDK for the Capital.com broker API: market data, guarded order execution, and real-time streaming. True False False False SimonTarara62/capitalcom-cli
153 DepthSight Python Python,TypeScript Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-19 20 https://github.com/depthsight-pro/depthsight Self-hosted visual algo-trading platform featuring a drag-and-drop strategy builder, an AI co-pilot, and integrated billing. True False False False depthsight-pro/depthsight
154 Inalpha Python Python,TypeScript Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 32 https://github.com/mirror29/inalpha Conversational multi-agent quant framework where agents rank currently-effective factors for entry timing (time-series rank IC), write complete strategy code that passes sandboxed audit before backtesting, and evolve strategies under multi-objective fitness; every order requires machine approval and the LLM never has a direct order path. True False False False mirror29/inalpha
155 income-desk Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 17 https://github.com/nitinblue/income-desk Systematic options trading intelligence for small accounts with desk-based portfolio management, pre-trade validation, and multi-broker consolidation. True False False False nitinblue/income-desk
156 mx-trader-bridge Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-07 7 8 https://github.com/27dream/mx-trader-bridge AI auto-trading bridge for East Money's miaoxiang (妙想) China A-share simulation platform; BYOK multi-LLM (OpenAI/DeepSeek/Moonshot/GLM/Qwen) decision brain → automated order placement via miaoxiang API, with daily cron review and weekly AI reflection. True False False False 27dream/mx-trader-bridge
157 AI Quant Agents Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-03-24 15 https://github.com/demandai/ai-quant-agents Multi-agent LLM trading analysis where 12 AI agents (analysts, debaters, risk manager) debate stock picks in real-time, supporting US equities and China A-shares. True False False False demandai/ai-quant-agents
158 TradeSight Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-15 167 https://github.com/rmbell09-lang/tradesight Self-hosted AI trading platform with strategy evolution, technical analysis, backtesting, and paper trading via Alpaca. True False False False rmbell09-lang/tradesight
159 Orallexa Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-12 63 65 https://github.com/alex-jb/orallexa-ai-trading-agent AI trading operating system with 9 ML models (RF, XGBoost, EMAformer, MOIRAI-2, Chronos-2, DDPM, PPO RL, GNN, LR) ranked by Sharpe ratio, Claude AI synthesis with dual-tier routing (~$0.003/analysis), real-time Next.js dashboard, Alpaca paper trading, and 277 automated tests. True False False False alex-jb/orallexa-ai-trading-agent
160 Vibe-Trading Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 31977 32046 https://github.com/HKUDS/Vibe-Trading Natural-language multi-agent finance research agent with 29 swarm presets, 70 skills, and 28 auto-discovered tools; 7 backtest engines covering A-shares/US/Crypto/Futures/Forex/Options plus a cross-market CompositeEngine with shared capital pool; 5-source auto-fallback data layer (tushare/okx/yfinance/akshare/ccxt); 17-tool MCP server; includes trade-journal behavioral diagnostics for 同花顺/东财/富途 exports. True False False False HKUDS/Vibe-Trading
161 DeepAlpha Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-12 41 https://deepalphabot.com AI crypto trading bot for Bybit with 70.9% walk-forward validated accuracy on out-of-sample data, LightGBM + XGBoost ensemble with 72 ML features. [GitHub](https://github.com/stefanoviana/deepalpha) True False False False stefanoviana/deepalpha
162 the0 Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-13 391 397 https://github.com/alexanderwanyoike/the0 Self-hosted execution engine for algorithmic trading bots. Write strategies in Python, TypeScript, Rust, C++, C#, Scala, or Haskell and deploy with one command. Each bot runs in an isolated container with scheduled or streaming execution. True False False False alexanderwanyoike/the0
163 autonomous-audit Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-03 0 https://pypi.org/project/autonomous-audit/ Tamper-evident SHA-256 hash-chain audit log and human-readable report for AI trading-agent decisions; read-only, offline, and dependency-free (Python standard library only). [GitHub](https://github.com/Autonomous-Asset-Management-Agents/autonomous_/tree/main/packages/autonomous-audit) False False True False
164 Investing algorithm framework Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 1977 2016 https://github.com/coding-kitties/investing-algorithm-framework Framework for developing, backtesting, and deploying automated trading algorithms. True False False False coding-kitties/investing-algorithm-framework
165 Lumibot Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-26 2006 2009 https://github.com/Lumiwealth/lumibot Algorithmic trading framework where the same code runs for backtesting and live trading across stocks, options, crypto, futures, and forex with multiple brokers including Alpaca, Interactive Brokers, Tradier, and Schwab. True False False False Lumiwealth/lumibot
166 QSTrader Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2024-06-24 3449 https://github.com/mhallsmoore/qstrader QSTrader backtesting simulation engine. True False False False mhallsmoore/qstrader
167 Blankly Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2024-12-30 2468 https://github.com/Blankly-Finance/Blankly Fully integrated backtesting, paper trading, and live deployment. True False False False Blankly-Finance/Blankly
168 zipline Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2020-10-14 20071 20072 https://github.com/quantopian/zipline Pythonic algorithmic trading library. True False False False quantopian/zipline
169 zipline-reloaded Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-11-13 1930 https://github.com/stefan-jansen/zipline-reloaded Zipline, a Pythonic Algorithmic Trading Library. True False False False stefan-jansen/zipline-reloaded
170 QuantSoftware Toolkit Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2016-10-07 480 https://github.com/QuantSoftware/QuantSoftwareToolkit Python-based open source software framework designed to support portfolio construction and management. True False False False QuantSoftware/QuantSoftwareToolkit
171 quantitative Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2019-03-03 67 https://github.com/jeffrey-liang/quantitative Quantitative finance, and backtesting library. True False False False jeffrey-liang/quantitative
172 analyzer Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2015-12-22 216 https://github.com/llazzaro/analyzer Python framework for real-time financial and backtesting trading strategies. True False False False llazzaro/analyzer
173 bt Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-07 2971 https://github.com/pmorissette/bt Flexible Backtesting for Python. True False False False pmorissette/bt
174 backtrader Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-04-19 23010 23014 https://github.com/backtrader/backtrader Python Backtesting library for trading strategies. True False False False backtrader/backtrader
175 backtrader (cloudQuant fork) Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-22 158 159 https://github.com/cloudQuant/backtrader Actively maintained, high-performance backtesting and live trading framework with AI-assisted strategy tooling (MCP server, skills, agent, web platform). [backtrader](https://github.com/backtrader/backtrader) fork. True False False False cloudQuant/backtrader
176 TrendFollowingSystems Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 23 https://github.com/ArturSepp/TrendFollowingSystems Closed-form expected returns, Sharpe ratios, and skewness of trend-following systems, with complete implementations and multi-decade futures backtests. True False False False ArturSepp/TrendFollowingSystems
177 backtest-bias Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-13 11 12 https://github.com/Finance-broski/backtest-bias Checks whether backtest price data is survivor-only: dead-name detection, measured bias benchmarks, CI integrity gates. True False False False Finance-broski/backtest-bias
178 pythalesians Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2016-09-23 63 https://github.com/thalesians/pythalesians Python library to backtest trading strategies, plot charts, seamlessly download market data, analyze market patterns etc. True False False False thalesians/pythalesians
179 pybacktest Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2019-09-09 822 https://github.com/ematvey/pybacktest Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier. True False False False ematvey/pybacktest
180 pyalgotrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-03-05 4673 https://github.com/gbeced/pyalgotrade Python Algorithmic Trading Library. True False False False gbeced/pyalgotrade
191 pyqstrat Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-11-05 372 https://github.com/abbass2/pyqstrat A fast, extensible, transparent python library for backtesting quantitative strategies. True False False False abbass2/pyqstrat
192 NowTrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2017-02-07 103 https://github.com/edouardpoitras/NowTrade Python library for backtesting technical/mechanical strategies in the stock and currency markets. True False False False edouardpoitras/NowTrade
193 pinkfish Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-17 305 https://github.com/fja05680/pinkfish A backtester and spreadsheet library for security analysis. True False False False fja05680/pinkfish
194 PRISM-INSIGHT Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-27 2026-08-29 727 https://github.com/dragon1086/prism-insight AI-powered stock analysis system with 13 specialized agents, automated trading via KIS API, supporting Korean & US markets. True False False False dragon1086/prism-insight
195 FinClaw Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-04-18 30 https://github.com/NeuZhou/finclaw AI-powered financial intelligence engine with 8 master strategies across US, CN, and HK markets. Multi-agent architecture with +29.1% annual alpha. 227 tests. True False False False NeuZhou/finclaw
196 tw-stock-radar Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-05 5 6 https://github.com/carsonchou/tw-stock-radar AI-powered Taiwan stock scanner for all 1,900+ TWSE/TPEX listed stocks; chips module (T86 institutional net buy/sell + TDCC 16-tier retail distribution), 13 technical indicators scored 0–100, ATR Chandelier signals with TP1/TP2, dark three.js HUD dashboard. 100% free open data, ~110 unit tests, no API key required. True False False False carsonchou/tw-stock-radar
197 aat Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-27 830 831 https://github.com/timkpaine/aat Async Algorithmic Trading Engine. True False False False timkpaine/aat
198 Backtesting.py Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 0 https://kernc.github.io/backtesting.py/ Backtest trading strategies in Python. False False False False
199 catalyst Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-09-22 2560 https://github.com/enigmampc/catalyst An Algorithmic Trading Library for Crypto-Assets in Python. True False False False enigmampc/catalyst
200 quantstats Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-01-13 7598 https://github.com/ranaroussi/quantstats Portfolio analytics for quants, written in Python. True False False False ranaroussi/quantstats
201 jquantstats Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 43 https://github.com/Jebel-Quant/jquantstats Modern variation of quantstats, with additional features and performance improvements. True False False False Jebel-Quant/jquantstats
202 qtpylib Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-03-24 2268 https://github.com/ranaroussi/qtpylib QTPyLib, Pythonic Algorithmic Trading <http://qtpylib.io>. True False False False ranaroussi/qtpylib
203 Quantdom Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2019-03-12 773 https://github.com/constverum/Quantdom Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.] True False False False constverum/Quantdom
204 freqtrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-27 53780 53807 https://github.com/freqtrade/freqtrade Free, open source crypto trading bot. True False False False freqtrade/freqtrade
205 algorithmic-trading-with-python Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-06-01 3480 3481 https://github.com/chrisconlan/algorithmic-trading-with-python Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data. True False False False chrisconlan/algorithmic-trading-with-python
206 Qlib Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-23 48017 48049 https://github.com/microsoft/qlib An AI-oriented Quantitative Investment Platform by Microsoft. Full ML pipeline of data processing, model training, back-testing; and covers the entire chain of quantitative investment: alpha seeking, risk modeling, portfolio optimization, and order execution. True False False False microsoft/qlib
207 finlab Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-27 0 https://pypi.org/project/finlab/ Python package for Taiwan stock market data, factor research, and vectorized backtesting with pandas-style strategy definitions. False False True False
208 machine-learning-for-trading Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 20709 20717 https://github.com/stefan-jansen/machine-learning-for-trading Code and resources for Machine Learning for Algorithmic Trading. True False False False stefan-jansen/machine-learning-for-trading
209 AlphaPy Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-08-24 1745 https://github.com/ScottfreeLLC/AlphaPy Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost. True False False False ScottfreeLLC/AlphaPy
210 jesse Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-27 8391 8393 https://github.com/jesse-ai/jesse An advanced crypto trading bot written in Python. True False False False jesse-ai/jesse
211 rqalpha Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-23 6731 6733 https://github.com/ricequant/rqalpha A extendable, replaceable Python algorithmic backtest && trading framework supporting multiple securities. True False False False ricequant/rqalpha
212 FinRL-Library Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-12 16129 16144 https://github.com/AI4Finance-LLC/FinRL-Library A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020. True False False False AI4Finance-LLC/FinRL-Library
213 aurumq-rl Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-19 44 https://github.com/yupoet/aurumq-rl Reinforcement learning stock-selection framework for the China A-share market with multi-source factor input (alpha101 + main-force flow + hot-money seats + northbound + institutional + fundamentals), board-aware price limits, and ONNX CPU inference. True False False False yupoet/aurumq-rl
214 bulbea Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2017-03-19 2323 https://github.com/achillesrasquinha/bulbea Deep Learning based Python Library for Stock Market Prediction and Modelling. True False False False achillesrasquinha/bulbea
215 ib_nope Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-04-22 33 https://github.com/ajhpark/ib_nope Automated trading system for NOPE strategy over IBKR TWS. True False False False ajhpark/ib_nope
216 OctoBot Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-10 6482 6489 https://github.com/Drakkar-Software/OctoBot Open source cryptocurrency trading bot for high frequency, arbitrage, TA and social trading with an advanced web interface. True False False False Drakkar-Software/OctoBot
217 Stock-Prediction-Models Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-01-05 9482 9481 https://github.com/huseinzol05/Stock-Prediction-Models Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations. True False False False huseinzol05/Stock-Prediction-Models
218 AutoTrader Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-05-04 1269 https://github.com/kieran-mackle/AutoTrader A Python-based development platform for automated trading systems - from backtesting to optimization to livetrading. True False False False kieran-mackle/AutoTrader
219 fast-trade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-19 588 589 https://github.com/jrmeier/fast-trade A library built with backtest portability and performance in mind for backtest trading strategies. True False False False jrmeier/fast-trade
220 qf-lib Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-24 956 https://github.com/quarkfin/qf-lib QF-Lib is a Python library that provides high quality tools for quantitative finance. True False False False quarkfin/qf-lib
221 tda-api Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2024-06-16 1323 https://github.com/alexgolec/tda-api Gather data and trade equities, options, and ETFs via TDAmeritrade. True False False False alexgolec/tda-api
222 vectorbt Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-02 8886 8905 https://github.com/polakowo/vectorbt Find your trading edge, using a powerful toolkit for backtesting, algorithmic trading, and research. True False False False polakowo/vectorbt
223 Lean Python Python,C# Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 21388 21395 https://github.com/QuantConnect/Lean Lean Algorithmic Trading Engine by QuantConnect (Python, C#). True False False False QuantConnect/Lean
224 pysystemtrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-18 3490 https://github.com/robcarver17/pysystemtrade pysystemtrade is the open source version of Robert Carver's backtesting and trading engine that implements systems according to the framework outlined in his book "Systematic Trading", which is further developed on his [blog](https://qoppac.blogspot.com/). True False False False robcarver17/pysystemtrade
225 pytrendseries Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-30 168 https://github.com/rafa-rod/pytrendseries Detect trend in time series, drawdown, drawdown within a constant look-back window , maximum drawdown, time underwater. True False False False rafa-rod/pytrendseries
226 PyLOB Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-14 203 https://github.com/DrAshBooth/PyLOB Fully functioning fast Limit Order Book written in Python. True False False False DrAshBooth/PyLOB
227 PyBroker Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 3519 https://github.com/edtechre/pybroker Algorithmic Trading with Machine Learning. True False False False edtechre/pybroker
228 OctoBot Script Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-03-30 47 https://github.com/Drakkar-Software/OctoBot-Script A quant framework to create cryptocurrencies strategies - from backtesting to optimization to livetrading. True False False False Drakkar-Software/OctoBot-Script
229 hftbacktest Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-12-23 4551 4561 https://github.com/nkaz001/hftbacktest A high-frequency trading and market-making backtesting tool accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books. True False False False nkaz001/hftbacktest
230 flashalpha-fill-simulator Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-26 4 https://github.com/FlashAlpha-lab/flashalpha-fill-simulator Realistic limit-order fill simulator for options credit/debit spreads with post-and-wait limits, stale-quote guards, deterministic same-bar tiebreaks, and a patient-then-cross exit; engine-agnostic and zero runtime dependencies. True False False False FlashAlpha-lab/flashalpha-fill-simulator
231 vnpy Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-06 44827 44839 https://github.com/vnpy/vnpy VeighNa is a Python-based open source quantitative trading system development framework. True False False False vnpy/vnpy
232 Intelligent Trading Bot Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-11 1860 https://github.com/asavinov/intelligent-trading-bot Automatically generating signals and trading based on machine learning and feature engineering. True False False False asavinov/intelligent-trading-bot
233 fastquant Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-09-15 1754 https://github.com/enzoampil/fastquant fastquant allows you to easily backtest investment strategies with as few as 3 lines of python code. True False False False enzoampil/fastquant
234 nautilus_trader Python Python,Rust Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-29 28031 28089 https://github.com/nautechsystems/nautilus_trader A high-performance algorithmic trading platform and event-driven backtester. True False False False nautechsystems/nautilus_trader
235 NoEdge-Bench Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-07 1 https://github.com/nexusfinancial-dev/noedge-bench Reproducible negative-result benchmark: no model beats a memoryless synthetic binary-options feed (AUC ≈ 0.50), with permutation-null tests and a look-ahead-leak case study. True False False False nexusfinancial-dev/noedge-bench
236 YABTE Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2024-05-11 7 https://github.com/bsdz/yabte Yet Another (Python) BackTesting Engine. True False False False bsdz/yabte
237 Trading Strategy Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-21 245 https://github.com/tradingstrategy-ai/getting-started TradingStrategy.ai is a market data, backtesting, live trading and investor management framework for decentralised finance. True False False False tradingstrategy-ai/getting-started
238 Hikyuu Python Python,C++ Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 3472 https://github.com/fasiondog/hikyuu A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. True False False False fasiondog/hikyuu
239 rust_bt Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-01-05 82 https://github.com/jensnesten/rust_bt A high performance, low-latency backtesting engine for testing quantitative trading strategies on historical and live data in Rust. True False False False jensnesten/rust_bt
240 Gunbot Quant Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-08-19 54 https://github.com/GuntharDeNiro/gunbot-quant Toolkit for quantitative trading analysis. It integrates an advanced market screener, a multi-strategy, multi-asset backtesting engine. Use with built-in GUI or through CLI. True False False False GuntharDeNiro/gunbot-quant
241 StrateQueue Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2025-12-30 212 https://github.com/StrateQueue/StrateQueue An open‑source, broker‑agnostic Python library that lets you seamlessly deploy strategies from any major backtesting engine to live (or paper) trading with zero code changes and built‑in safety controls. True False False False StrateQueue/StrateQueue
251 QuantTools R R Trading & Backtesting Trading & Backtesting trading-backtesting 0 https://quanttools.bitbucket.io/_site/index.html Enhanced Quantitative Trading Modelling. False False False False
252 blotter R R Trading & Backtesting Trading & Backtesting trading-backtesting 2024-12-13 116 https://github.com/braverock/blotter Transaction infrastructure for defining instruments, transactions, portfolios and accounts for trading systems and simulation. Provides portfolio support for multi-asset class and multi-currency portfolios. Actively maintained and developed. True False False False braverock/blotter
253 quantstrat R R Trading & Backtesting Trading & Backtesting trading-backtesting 2023-09-14 310 https://github.com/braverock/quantstrat Transaction-oriented infrastructure for constructing trading systems and simulation. Provides support for multi-asset class and multi-currency portfolios for backtesting and other financial research. True False False False braverock/quantstrat
254 QUANTAXIS Matlab Matlab Trading & Backtesting Trading & Backtesting trading-backtesting 2026-02-28 11053 11056 https://github.com/yutiansut/quantaxis Integrated Quantitative Toolbox with Matlab. True False False False yutiansut/quantaxis
255 PROJ_Option_Pricing_Matlab Matlab Matlab Trading & Backtesting Trading & Backtesting trading-backtesting 2024-11-19 209 https://github.com/jkirkby3/PROJ_Option_Pricing_Matlab Quant Option Pricing - Exotic/Vanilla: Barrier, Asian, European, American, Parisian, Lookback, Cliquet, Variance Swap, Swing, Forward Starting, Step, Fader. True False False False jkirkby3/PROJ_Option_Pricing_Matlab
256 Fastback.jl Julia Julia Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-05 21 https://github.com/rbeeli/Fastback.jl Blazing fast Julia backtester. True False False False rbeeli/Fastback.jl
257 Lucky.jl Julia Julia Trading & Backtesting Trading & Backtesting trading-backtesting 2026-06-25 29 https://github.com/oliviermilla/Lucky.jl Modular, asynchronous trading engine in pure Julia. True False False False oliviermilla/Lucky.jl
258 Strategems.jl Julia Julia Trading & Backtesting Trading & Backtesting trading-backtesting 2021-04-06 167 https://github.com/dysonance/Strategems.jl Quantitative systematic trading strategy development and backtesting. True False False False dysonance/Strategems.jl
259 ccxt JavaScript JavaScript,Python,PHP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 43785 43794 https://github.com/ccxt/ccxt A JavaScript / Python / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges. True False False False ccxt/ccxt
260 binance-fix-connector-python Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-05-26 2 https://github.com/AlexanderMerkel/binance-fix-connector-python Async Python connector for Binance Spot FIX sessions with Order Entry, Market Data, and Drop Copy support. True False False False AlexanderMerkel/binance-fix-connector-python
261 Jiji Ruby Ruby Trading & Backtesting Trading & Backtesting trading-backtesting 2019-01-22 249 https://github.com/unageanu/jiji2 Open Source Forex algorithmic trading framework using OANDA REST API. True False False False unageanu/jiji2
262 Tai Elixir/Erlang Elixir/Erlang Trading & Backtesting Trading & Backtesting trading-backtesting 2024-12-06 498 https://github.com/fremantle-capital/tai Open Source composable, real time, market data and trade execution toolkit. True False False False fremantle-capital/tai
264 Prop Elixir/Erlang Elixir/Erlang Trading & Backtesting Trading & Backtesting trading-backtesting 2022-06-06 57 https://github.com/fremantle-industries/prop An open and opinionated trading platform using productive & familiar open source libraries and tools for strategy research, execution and operation. True False False False fremantle-industries/prop
265 Kelp Golang Golang Trading & Backtesting Trading & Backtesting trading-backtesting 2021-11-26 1127 https://github.com/stellar/kelp Kelp is an open-source Golang algorithmic cryptocurrency trading bot that runs on centralized exchanges and Stellar DEX (command-line usage and desktop GUI). True False False False stellar/kelp
266 TradeFrame CPP CPP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-14 674 https://github.com/rburkholder/trade-frame C++ 17 based framework/library (with sample applications) for testing options based automated trading ideas using DTN IQ real time data feed and Interactive Brokers (TWS API) for trade execution. Comes with built-in [Option Greeks/IV](https://github.com/rburkholder/trade-frame/tree/master/lib/TFOptions) calculation library. True False False False rburkholder/trade-frame
267 Hikyuu Python Python,C++ Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 3472 https://github.com/fasiondog/hikyuu A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely. True False False False fasiondog/hikyuu
268 OrderMatchingEngine CPP CPP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-01-11 159 https://github.com/PIYUSH-KUMAR1809/order-matching-engine A production-grade, lock-free, high-frequency trading matching engine achieving 150M+ orders/sec. True False False False PIYUSH-KUMAR1809/order-matching-engine
269 PandoraTrader CPP CPP Trading & Backtesting Trading & Backtesting trading-backtesting 2025-07-29 1461 https://github.com/pegasusTrader/PandoraTrader A C++ CTP trading framework, with very clear logic. True False False False pegasusTrader/PandoraTrader
270 NexusFix CPP CPP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-21 98 https://github.com/SilverstreamsAI/NexusFix C++23 FIX protocol engine with zero-copy parsing and SIMD acceleration, 3x faster than QuickFIX. True False False False SilverstreamsAI/NexusFix
271 TolmachЁv Netcode SDK CPP CPP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-09 11 https://github.com/billionerleha-111/Tolmachev-Netcode-SDK Enterprise-grade deterministic state synchronization engine for MFT gateways and statistical arbitrage. Eliminates microsecond deltas locking order books via topological mathematics. Throughput >41.5M TPS, physical RTT 24.175 ns, atomic validation (0 CPU load). [Website](https://tuhct-sdk.store) True False False False billionerleha-111/Tolmachev-Netcode-SDK
272 QuantConnect CSharp CSharp Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 21388 21395 https://github.com/QuantConnect/Lean Lean Engine is an open-source fully managed C# algorithmic trading engine built for desktop and cloud usage. True False False False QuantConnect/Lean
273 StockSharp CSharp CSharp Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 10658 10661 https://github.com/StockSharp/StockSharp Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options). True False False False StockSharp/StockSharp
274 TDAmeritrade.DotNetCore CSharp CSharp Trading & Backtesting Trading & Backtesting trading-backtesting 2023-03-10 56 https://github.com/NVentimiglia/TDAmeritrade.DotNetCore Free, open-source .NET Client for the TD Ameritrade Trading Platform. Helps developers integrate TD Ameritrade API into custom trading solutions. True False False False NVentimiglia/TDAmeritrade.DotNetCore
275 Barter Rust Rust Trading & Backtesting Trading & Backtesting trading-backtesting 2026-01-05 2244 2245 https://github.com/barter-rs/barter-rs Open-source Rust framework for building event-driven live-trading & backtesting systems. True False False False barter-rs/barter-rs
276 LFEST Rust Rust Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-23 82 https://github.com/MathisWellmann/lfest-rs Simulated perpetual futures exchange to trade your strategy against. True False False False MathisWellmann/lfest-rs
277 Sextant Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-04-05 2 https://github.com/raphaub-hub/SEXTANT Local event-driven backtesting engine with no-code strategy builder and FRED vintage, ALFRED, yFinance support. True False False False raphaub-hub/SEXTANT
278 TradeClaw Node.js Node.js,TypeScript Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-28 2026-08-29 40 https://github.com/naimkatiman/tradeclaw Open-source self-hosted AI trading signal platform. Generates buy/sell signals using RSI, MACD, EMA, Bollinger Bands for forex, crypto and commodities. Deployable via Docker Compose. ([Demo](https://tradeclaw.win/dashboard)) True False False False naimkatiman/tradeclaw
279 ShowMe Python Python,Rust,TypeScript Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-27 5 https://github.com/nazmiefearmutcu/showMe Open-source native macOS market cockpit. 12-timeframe consensus scan across 3370 symbols (crypto + equity + ETF + FX + commodity + bond), 23 technical indicators with per-market calibration, real WebSocket streaming. Tauri shell + Python sidecar (FastAPI) + React UI; 110+ exchanges via ccxt. True False False False nazmiefearmutcu/showMe
280 TBV1 Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-07-27 4 https://github.com/nazmiefearmutcu/TRADING-BOT Crypto perpetual-futures bot with a 7-tab web dashboard and a 15-indicator consensus engine voting across 12 timeframes (1m → 1d). Paper-mode by default. Includes packaged macOS reference build and Windows distribution. True False False False nazmiefearmutcu/TRADING-BOT
281 TraderHarness Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-22 30 https://github.com/HephaestLab/TraderHarness Contamination-resistant A-share backtesting environment for LLM trading agents with point-in-time masking, entity/date anonymization, fingerprinted replay, and trajectory (SFT) export. True False False False HephaestLab/TraderHarness
284 ibkr-httpapi Python Python,REST,MCP Trading & Backtesting Trading & Backtesting trading-backtesting 2026-08-01 0 https://github.com/psyb0t/ibkr-httpapi Interactive Brokers over REST and MCP (FastAPI + ib_async over a Linux-native IB Gateway): market data (quotes, historical bars) plus order/position/execution management for automated trading across stocks, options, futures, forex, crypto and CFDs. True False False False psyb0t/ibkr-httpapi
285 Multi-Axis Robust Portfolio Optimization Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-07-31 2 https://github.com/Viraj-Nigwekar/multi-axis-robust-portfolio-optimization Portfolio optimization framework combining covariance shrinkage, bootstrap aggregation, and parametric scenario modeling, with reproducible notebooks and an accompanying SSRN paper. True False False False Viraj-Nigwekar/multi-axis-robust-portfolio-optimization
286 AutoHypothesis Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-04-22 71 https://github.com/arteemg/AutoHypothesis An agentic framework that mimics the real quant trading pipeline to find alpha: economic hypothesis, in-sample iteration, and out-of-sample validation. True False False False arteemg/AutoHypothesis
287 skfolio Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-08-25 2026-08-29 2302 2305 https://github.com/skfolio/skfolio Python library for portfolio optimization built on top of scikit-learn. It provides a unified interface and sklearn compatible tools to build, tune and cross-validate portfolio models. True False False False skfolio/skfolio
288 PyPortfolioOpt Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-07-07 5991 5994 https://github.com/robertmartin8/PyPortfolioOpt Financial portfolio optimization in python, including classical efficient frontier and advanced methods. True False False False robertmartin8/PyPortfolioOpt
289 factorlasso Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-08-28 26 https://github.com/ArturSepp/factorlasso Sparse multi-asset factor models with cell-level sign constraints, prior-centred shrinkage, and hierarchical clustering group LASSO (HCGL); scikit-learn compatible. True False False False ArturSepp/factorlasso
290 OptimalPortfolios Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-08-28 2026-08-29 93 https://github.com/ArturSepp/OptimalPortfolios Optimisation analytics for constructing and backtesting optimal multi-asset portfolios: covariance estimation, rolling optimisation, and performance reporting in one pipeline. True False False False ArturSepp/OptimalPortfolios
291 Eiten Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2020-09-21 3291 https://github.com/tradytics/eiten Eiten is an open source toolkit by Tradytics that implements various statistical and algorithmic investing strategies such as Eigen Portfolios, Minimum Variance Portfolios, Maximum Sharpe Ratio Portfolios, and Genetic Algorithms based Portfolios. True False False False tradytics/eiten
292 riskparity.py Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2024-05-27 326 https://github.com/dppalomar/riskparity.py fast and scalable design of risk parity portfolios with TensorFlow 2.0. True False False False dppalomar/riskparity.py
293 mlfinlab Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2021-12-01 4915 https://github.com/hudson-and-thames/mlfinlab Implementations regarding "Advances in Financial Machine Learning" by Marcos Lopez de Prado. (Feature Engineering, Financial Data Structures, Meta-Labeling). True False False False hudson-and-thames/mlfinlab
307 FinQuant Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2023-09-03 1817 https://github.com/fmilthaler/FinQuant A program for financial portfolio management, analysis and optimization. True False False False fmilthaler/FinQuant
308 Empyrial Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2025-09-14 1081 https://github.com/ssantoshp/Empyrial Portfolio's risk and performance analytics and returns predictions. True False False False ssantoshp/Empyrial
309 risktools Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2024-12-07 43 https://github.com/bbcho/risktools-dev Risk tools for use within the crude and crude products trading space with partial implementation of R's PerformanceAnalytics. True False False False bbcho/risktools-dev
310 Riskfolio-Lib Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-06-22 4468 4471 https://github.com/dcajasn/Riskfolio-Lib Portfolio Optimization and Quantitative Strategic Asset Allocation in Python. True False False False dcajasn/Riskfolio-Lib
311 empyrical-reloaded Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2025-07-29 121 https://github.com/stefan-jansen/empyrical-reloaded Common financial risk and performance metrics. [empyrical](https://github.com/quantopian/empyrical) fork. True False False False stefan-jansen/empyrical-reloaded
312 pyfolio-reloaded Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2025-06-02 611 https://github.com/stefan-jansen/pyfolio-reloaded Portfolio and risk analytics in Python. [pyfolio](https://github.com/quantopian/pyfolio) fork. True False False False stefan-jansen/pyfolio-reloaded
313 fincore Python Python Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-08-22 4 https://github.com/cloudQuant/fincore Quantitative performance and risk analytics with 150+ metrics, portfolio optimization, Monte Carlo simulation, and attribution; actively maintained successor to [empyrical](https://github.com/quantopian/empyrical)/[pyfolio](https://github.com/quantopian/pyfolio). True False False False cloudQuant/fincore
323 OnlinePortfolioAnalytics.jl Julia Julia Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-04-13 15 https://github.com/femtotrader/OnlinePortfolioAnalytics.jl A Julia quantitative portfolio analytics (risk / performance) via online algorithms. True False False False femtotrader/OnlinePortfolioAnalytics.jl
324 RiskPerf.jl Julia Julia Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-07-30 16 https://github.com/rbeeli/RiskPerf.jl Quantitative risk and performance analysis package for financial time series powered by the Julia language. True False False False rbeeli/RiskPerf.jl
325 portfolio-allocation JavaScript JavaScript Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2022-08-11 187 https://github.com/lequant40/portfolio_allocation_js PortfolioAllocation is a JavaScript library designed to help constructing financial portfolios made of several assets: bonds, commodities, cryptocurrencies, currencies, exchange traded funds (ETFs), mutual funds, stocks... True False False False lequant40/portfolio_allocation_js
326 Ghostfolio JavaScript JavaScript Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-08-28 2026-08-29 9205 9208 https://github.com/ghostfolio/ghostfolio Wealth management software to keep track of financial assets like stocks, ETFs or cryptocurrencies and make solid, data-driven investment decisions. True False False False ghostfolio/ghostfolio
327 rebalance JavaScript JavaScript Portfolio Optimization & Risk Analysis Portfolio Optimization & Risk Analysis portfolio-optimization-risk-analysis 2026-03-01 3 https://github.com/cjroth/rebalance Interactive portfolio rebalancing tool that imports brokerage CSV data, sets target allocations, and generates trade instructions. True False False False cjroth/rebalance
328 Alpha Skills Python Python Factor Analysis Factor Analysis factor-analysis 2026-04-14 99 https://github.com/VernonOY/alpha-skills AI skills for quantitative factor research: discover, evaluate, mine, backtest, and monitor factors through any AI coding assistant. Supports A-share, HK, and US markets. True False False False VernonOY/alpha-skills
329 alphalens Python Python Factor Analysis Factor Analysis factor-analysis 2020-04-27 4434 4436 https://github.com/quantopian/alphalens Performance analysis of predictive alpha factors. True False False False quantopian/alphalens
330 alphalens-reloaded Python Python Factor Analysis Factor Analysis factor-analysis 2025-06-02 638 https://github.com/stefan-jansen/alphalens-reloaded Performance analysis of predictive (alpha) stock factors. True False False False stefan-jansen/alphalens-reloaded
331 Spectre Python Python Factor Analysis Factor Analysis factor-analysis 2025-04-15 822 https://github.com/Heerozh/spectre GPU-accelerated Factors analysis library and Backtester. True False False False Heerozh/spectre
332 ml-quant-trading Python Python Factor Analysis Factor Analysis factor-analysis 2026-08-26 80 https://github.com/initial-d/ml-quant-trading PyTorch research stack for multi-factor analysis, bias correction, portfolio optimization, and reproducible backtesting. True False False False initial-d/ml-quant-trading
333 QuantGPT Python Python Factor Analysis Factor Analysis factor-analysis 2026-05-20 456 457 https://github.com/Miasyster/QuantGPT Agent-driven A-share factor research engine with 8 MCP tools covering hypothesis design, backtesting, scoring, and anti-overfit detection. True False False False Miasyster/QuantGPT
334 quant-lab-alpha Python Python Factor Analysis Factor Analysis factor-analysis 2026-05-17 35 https://github.com/husainm97/quant-lab-alpha Open-source investment analytics platform bridging academic research and retail finance. True False False False husainm97/quant-lab-alpha
335 Perception-XAlpha Lite Python Python Factor Analysis Factor Analysis factor-analysis 2026-08-24 2026-08-29 2 https://github.com/xuxingjiankr-cpu/perception-xalpha-lite Backtest-overfitting audit for factor research: CSCV probability of backtest overfitting, deflated Sharpe against the declared trial count, White's Reality Check, point-in-time universe membership and disclosure-date alignment. Ships a worked example in which 24 pure-noise series produce a 1.11 Sharpe and the audit says so. True False False False xuxingjiankr-cpu/perception-xalpha-lite
336 pit-release-gate Python Python Factor Analysis Factor Analysis factor-analysis 2026-08-17 0 https://github.com/MaxWellApexLab/pit-release-gate Screens cross-sectional signals for incomplete-cross-section leakage from staggered data arrival and grades per-signal release timing; ships a known-ground-truth demo reproducing its method papers. True False False False MaxWellApexLab/pit-release-gate
337 covFactorModel R R Factor Analysis Factor Analysis factor-analysis 2019-03-25 39 https://github.com/dppalomar/covFactorModel Covariance matrix estimation via factor models. True False False False dppalomar/covFactorModel
338 FactorAnalytics R R Factor Analysis Factor Analysis factor-analysis 2024-12-12 86 https://github.com/braverock/FactorAnalytics The FactorAnalytics package contains fitting and analysis methods for the three main types of factor models used in conjunction with portfolio construction, optimization and risk management, namely fundamental factor models, time series factor models and statistical factor models. True False False False braverock/FactorAnalytics
341 Social Stock Sentiment API Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 0 https://api.adanos.org/docs REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations. False False False False
342 CoWorker Fin-Agent Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2026-04-04 19 https://github.com/ZiwayZhao/agent-coworker LLM-powered A-share stock analysis via P2P agent collaboration. Technical analysis (MA60, volume-price patterns, golden eye), deep research reports using proprietary methodology, and market state summaries. Analysis logic stays private via Skill-as-API protocol. True False False False ZiwayZhao/agent-coworker
343 StockKit TypeScript TypeScript Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2026-05-07 2 https://stockkit.net/ Free AI-powered stock research reports for US, China & HK using Claude Opus and multi-model AI with 20+ technical indicators. [GitHub](https://github.com/kentmswood-ui/stockkit) True False False False kentmswood-ui/stockkit
344 AlphaAI Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2026-08-15 2026-08-29 2 https://alphai.io/developers Pre-analyzed financial news via REST API and MCP for AI agents: per-ticker impact and sentiment, a category, and a 1-10 relevance score on every story, plus structured SEC Form 4 insider data. Free tier, no card. [GitHub](https://github.com/makeev/alphai-mcp) True False False False makeev/alphai-mcp
345 ARCH Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-08-10 1558 https://github.com/bashtage/arch ARCH models in Python. True False False False bashtage/arch
346 statsmodels Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-08-27 2026-08-29 11597 11598 http://statsmodels.sourceforge.net Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels) True False False False statsmodels/statsmodels
347 dynts Python Python Time Series Analysis Time Series Analysis time-series-analysis 2016-11-02 87 https://github.com/quantmind/dynts Python package for timeseries analysis and manipulation. True False False False quantmind/dynts
348 PyFlux Python Python Time Series Analysis Time Series Analysis time-series-analysis 2018-12-16 2134 https://github.com/RJT1990/pyflux Python library for timeseries modelling and inference (frequentist and Bayesian) on models. True False False False RJT1990/pyflux
349 tsfresh Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-07-06 9301 9302 https://github.com/blue-yonder/tsfresh Automatic extraction of relevant features from time series. True False False False blue-yonder/tsfresh
350 Facebook Prophet Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-08-27 20378 20379 https://github.com/facebook/prophet Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth. True False False False facebook/prophet
351 tsmoothie Python Python Time Series Analysis Time Series Analysis time-series-analysis 2023-11-23 770 https://github.com/cerlymarco/tsmoothie A python library for time-series smoothing and outlier detection in a vectorized way. True False False False cerlymarco/tsmoothie
352 pmdarima Python Python Time Series Analysis Time Series Analysis time-series-analysis 2025-11-17 1734 https://github.com/alkaline-ml/pmdarima A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function. True False False False alkaline-ml/pmdarima
353 gluon-ts Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-07-31 5232 https://github.com/awslabs/gluon-ts vProbabilistic time series modeling in Python. True False False False awslabs/gluon-ts
371 PineForge C++ C++ Time Series Analysis Time Series Analysis time-series-analysis 2026-08-25 179 https://github.com/pineforge-4pass/pineforge-engine Deterministic offline PineScript v6 → C++ backtest runtime, validated trade-for-trade against TradingView (245/246 strict, 0 engine bugs). Runs locally via Docker and is drivable by AI agents through a bundled MCP server. True False False False pineforge-4pass/pineforge-engine
372 Korea Stock Data Data Data Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-28 7 https://github.com/na77tech-creator/aikstockdata Free Korean equity data: KOSPI/KOSDAQ settled closes with 250 trading days of per-stock history, DART regulatory filings and earnings, published every trading day as JSON/CSV. No signup or API key, CORS open. OpenAPI 3.1 spec and MCP server included. True False False False na77tech-creator/aikstockdata
373 BTC Orderbook Microstructure Research Jupyter Notebook Jupyter Notebook Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-21 7 https://github.com/whoareunot/btc-orderbook-research statistical analysis of Binance BTC/USDT orderbook: OBI, CVD, spread. True False False False whoareunot/btc-orderbook-research
374 OpenBB Terminal Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-20 72413 72445 https://github.com/OpenBB-finance/OpenBBTerminal Terminal for investment research for everyone. True False False False OpenBB-finance/OpenBBTerminal
375 Fincept Terminal Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-20 30751 30787 https://github.com/Fincept-Corporation/FinceptTerminal Advance Data Based A.I Terminal for all Types of Financial Asset Research. True False False False Fincept-Corporation/FinceptTerminal
376 yfinance Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-26 25097 25104 https://github.com/ranaroussi/yfinance Yahoo! Finance market data downloader (+faster Pandas Datareader). True False False False ranaroussi/yfinance
377 treasurydirect TypeScript TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-11 0 https://github.com/moshejs/treasurydirect Zero-dependency client for the US TreasuryDirect API: auction results, upcoming auctions, CUSIP lookups, and Debt to the Penny; no API key required. True False False False moshejs/treasurydirect
378 treasury-fiscaldata TypeScript TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-11 1 https://github.com/moshejs/treasury-fiscaldata Typed client for the US Treasury FiscalData API (debt, average interest rates, exchange rates) with pagination and filtering; no API key required. True False False False moshejs/treasury-fiscaldata
379 newyorkfed TypeScript TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-11 0 https://github.com/moshejs/newyorkfed Client for the NY Fed Markets Data API: SOFR/EFFR/OBFR reference rates, SOFR averages and index, and SOMA holdings; no API key required. True False False False moshejs/newyorkfed
380 commitments-of-traders TypeScript TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-11 0 https://github.com/moshejs/commitments-of-traders Client for the CFTC Commitments of Traders reports (Legacy, Disaggregated, TFF; futures-only and combined) via the official Socrata API. True False False False moshejs/commitments-of-traders
381 coinpaprika-api-python-client Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-06 19 https://github.com/coinpaprika/coinpaprika-api-python-client Free crypto market data API client. 12,000+ coins, 350+ exchanges, tickers, OHLCV, historical prices. No API key for free tier. True False False False coinpaprika/coinpaprika-api-python-client
382 FillBench Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-28 2026-08-29 0 https://fillbench.com Reproducible crypto exchange REST API latency benchmarks (p50/p95/p99 and TLS connect time) measured every 2 hours from a fixed US East server. Raw data: [GitHub](https://github.com/sircharli3/fillbench-data). True False False False sircharli3/fillbench-data
383 OpenChainBench Go Go,TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-28 2026-08-29 6 https://openchainbench.com Continuous open-source benchmarks for blockchain RPC latency (22 EVM chains + Solana), perp DEX all-in cost (fees + funding), bridge quote fees, and oracle deviation across Chainlink/Pyth/Redstone. MIT licensed, no API key. [GitHub](https://github.com/ChainBench/OpenChainBench) True False False False ChainBench/OpenChainBench
384 defeatbeta-api Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-06 741 742 https://github.com/defeat-beta/defeatbeta-api An open-source alternative to Yahoo Finance's market data APIs with higher reliability. True False False False defeat-beta/defeatbeta-api
385 financekit-mcp Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-17 6 https://github.com/vdalhambra/financekit-mcp MCP server (Model Context Protocol) exposing 17 tools for AI agents to perform quantitative analysis: real-time stock quotes, full technical analysis (RSI, MACD, Bollinger, ADX, Stochastic, ATR, OBV + pattern detection with structured verdicts), crypto prices via CoinGecko, risk metrics (VaR, Sharpe, Sortino, Beta, Max Drawdown), correlation matrix, options chains, earnings calendar, sector rotation, and portfolio analysis. Works with Claude Desktop, Cursor, Windsurf. No API keys for core tools. FastMCP 3.2. True False False False vdalhambra/financekit-mcp
386 dexpaprika-sdk-python Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-26 11 https://github.com/coinpaprika/dexpaprika-sdk-python Free DEX data API client. 36 blockchains, 36M+ pools, 33M+ tokens, real-time SSE streaming, OHLCV. No API key needed. True False False False coinpaprika/dexpaprika-sdk-python
387 pricehub Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-06-17 39 https://github.com/eslazarev/pricehub Unified package for collecting OHLC prices from Binance, Bybit, Coinbase, OKX, Kraken, KuCoin, and Bitget (spot & futures) into a DataFrame, with flexible timestamp inputs and a wide range of intervals. True False False False eslazarev/pricehub
388 Helium MCP Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 0 https://heliumtrades.com/mcp-page/ Live stock/ETF/crypto data with AI-generated bull/bear cases and price forecasts, proprietary ML options pricing with probability ITM and fair value, and news bias scoring across 5,000+ sources. Available as MCP server or API. Free tier: 50 queries, no signup. False False False False
389 findatapy Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-02 2109 2110 https://github.com/cuemacro/findatapy Python library to download market data via Bloomberg, Quandl, Yahoo etc. True False False False cuemacro/findatapy
390 googlefinance Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2018-09-23 831 https://github.com/hongtaocai/googlefinance Python module to get real-time stock data from Google Finance API. True False False False hongtaocai/googlefinance
391 Horus Flow Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-05-16 2 https://github.com/horustechltd/horus-flow-mcp Sub-second L2 orderflow intelligence MCP server for institutional-grade market microstructure analysis. True False False False horustechltd/horus-flow-mcp
392 AlphaSMO TypeScript TypeScript Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-12 2 https://github.com/alphasmo/alphasmo-tools CLI + MCP server for SEC 13F institutional holdings, Form 4 insider trading, and smart money convergence signals (tickers where hedge funds and company insiders are both buying). Free anonymous tier, no signup required. True False False False alphasmo/alphasmo-tools
397 yfinanceapi Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2020-05-26 9 https://github.com/Karthik005/yfinanceapi Finance API for Python. True False False False Karthik005/yfinanceapi
398 yql-finance Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2015-08-29 16 https://github.com/slawek87/yql-finance yql-finance is simple and fast. API returns stock closing prices for current period of time and current stock ticker (i.e. APPL, GOOGL). True False False False slawek87/yql-finance
399 ystockquote Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2017-03-10 536 https://github.com/cgoldberg/ystockquote Retrieve stock quote data from Yahoo Finance. True False False False cgoldberg/ystockquote
400 jugaad-data Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-25 564 566 https://github.com/jugaad-py/jugaad-data Download historical and live stock data from NSE (National Stock Exchange of India), BSE, and RBI. True False False False jugaad-py/jugaad-data
401 nsetools Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2025-03-18 906 https://github.com/vsjha18/nsetools Python library for extracting real-time data from National Stock Exchange (India). True False False False vsjha18/nsetools
402 wallstreet Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2024-03-09 1690 https://github.com/mcdallas/wallstreet Real time stock and option data. True False False False mcdallas/wallstreet
403 stock_extractor Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2016-09-10 52 https://github.com/ZachLiuGIS/stock_extractor General Purpose Stock Extractors from Online Resources. True False False False ZachLiuGIS/stock_extractor
436 pyEX Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2024-02-05 408 https://github.com/timkpaine/pyEX Python interface to IEX with emphasis on pandas, support for streaming data, premium data, points data (economic, rates, commodities), and technical indicators. True False False False timkpaine/pyEX
437 alpaca-trade-api Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2024-01-12 1884 https://github.com/alpacahq/alpaca-trade-api-python Python interface for retrieving real-time and historical prices from Alpaca API as well as trade execution. True False False False alpacahq/alpaca-trade-api-python
438 metatrader5 Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-27 0 https://pypi.org/project/MetaTrader5/ API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20). False False True False
439 akshare Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-28 22284 22301 https://github.com/jindaxiang/akshare AkShare is an elegant and simple financial data interface library for Python, built for human beings! <https://akshare.readthedocs.io>. True False False False jindaxiang/akshare
440 yahooquery Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2025-05-15 919 https://github.com/dpguthrie/yahooquery Python interface for retrieving data through unofficial Yahoo Finance API. True False False False dpguthrie/yahooquery
441 investpy Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2022-10-02 1852 https://github.com/alvarobartt/investpy Financial Data Extraction from Investing.com with Python! <https://investpy.readthedocs.io/>. True False False False alvarobartt/investpy
442 yliveticker Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-28 172 https://github.com/yahoofinancelive/yliveticker Live stream of market data from Yahoo Finance websocket. True False False False yahoofinancelive/yliveticker
443 bbgbridge Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2020-01-07 2 https://github.com/ran404/bbgbridge Easy to use Bloomberg Desktop API wrapper for Python. True False False False ran404/bbgbridge
444 polygon.io Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-09 1502 https://github.com/polygon-io/client-python A python library for Polygon.io financial data APIs. True False False False polygon-io/client-python
445 SiftingIO Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-02 1 https://github.com/SiftingIO/sdk-python A python library for Sifting.io financial market data APIs & Websocket. True False False False SiftingIO/sdk-python
446 alpha_vantage Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-26 4900 4901 https://github.com/RomelTorres/alpha_vantage A python wrapper for Alpha Vantage API for financial data. True False False False RomelTorres/alpha_vantage
447 oilpriceapi Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-23 2 https://github.com/OilpriceAPI/python-sdk Python SDK for real-time oil and commodity prices (WTI, Brent, Urals, natural gas, coal) with OpenBB integration. True False False False OilpriceAPI/python-sdk
448 FinanceDataReader Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-05-13 1536 https://github.com/FinanceData/FinanceDataReader Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks. True False False False FinanceData/FinanceDataReader
449 pystlouisfed Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2024-01-09 21 https://github.com/TomasKoutek/pystlouisfed Python client for Federal Reserve Bank of St. Louis API - FRED, ALFRED, GeoFRED and FRASER. True False False False TomasKoutek/pystlouisfed
458 pandaSDMX Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2023-02-25 134 https://github.com/dr-leo/pandaSDMX Python package that implements SDMX 2.1 (ISO 17369:2013), a format for exchange of statistical data and metadata used by national statistical agencies, central banks, and international organisations. True False False False dr-leo/pandaSDMX
459 cif Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2022-06-18 66 https://github.com/LenkaV/CIF Python package that include few composite indicators, which summarize multidimensional relationships between individual economic indicators. True False False False LenkaV/CIF
460 finagg Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-22 540 https://github.com/theOGognf/finagg finagg is a Python package that provides implementations of popular and free financial APIs, tools for aggregating historical data from those APIs into SQL databases, and tools for transforming aggregated data into features useful for analysis and AI/ML. True False False False theOGognf/finagg
461 FinanceDatabase Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-25 8399 8403 https://github.com/JerBouma/FinanceDatabase This is a database of 300.000+ symbols containing Equities, ETFs, Funds, Indices, Currencies, Cryptocurrencies and Money Markets. True False False False JerBouma/FinanceDatabase
462 FinanceToolkit Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-18 5270 5272 https://github.com/JerBouma/FinanceToolkit Toolkit with 200+ financial metrics including 80+ financial ratios, 30+ technical indicators, 20+ risk and performance metrics and 50+ macro indicators which pulls from Financial Modeling Prep, Yahoo Finance, OECD, GMBD and more. True False False False JerBouma/FinanceToolkit
463 Trading Strategy Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 0 https://github.com/tradingstrategy-ai/trading-strategy/ download price data for decentralised exchanges and lending protocols (DeFi). True False False False
464 datamule-python Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-14 556 https://github.com/john-friedman/datamule-python A package to work with SEC data. Incorporates datamule endpoints. True False False False john-friedman/datamule-python
465 fsynth Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2025-12-27 8 https://github.com/welcra/fsynth Python library for high-fidelity unlimited synthetic financial data generation using Heston Stochastic Volatility and Merton Jump Diffusion. True False False False welcra/fsynth
466 fedfred Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 0 https://nikhilxsunder.github.io/fedfred/ FRED & GeoFRED Economic data API with preprocessed dataframe output in pandas/geopandas, polars/polars_st, and dask dataframes/geodataframes. False False False False
467 edgar-sec Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 0 https://edgar-sec-dev-team.github.io/edgar-sec/ EDGAR Financial data API with preprocessed dataclass outputs. False False False False
468 edgartools Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-26 2631 2632 https://github.com/dgunning/edgartools AI-native SEC EDGAR library with XBRL financials, clean text extraction, 17+ typed forms, and pandas DataFrames. True False False False dgunning/edgartools
469 filingrail-mcp Python Python,MCP Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-13 0 https://pypi.org/project/filingrail-mcp/ MCP server and Python SDK for a SEC EDGAR REST API covering XBRL fundamentals, Form 4 insider trades, 8-K events, 13F holdings and filings, where every record carries the source sec.gov filing URL it came from. [GitHub](https://github.com/adamhudson777/filingrail-mcp) True False True False adamhudson777/filingrail-mcp
470 disclosure-alpha Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-06-30 4 https://github.com/alwank/disclosure-alpha Deterministic SEC filing analytics for 10-K/10-Q: section extraction, tone and boilerplate metrics, year-over-year diff, and reproducible disclosure risk scores. CLI, Python SDK, HTTP panel screener, and MCP — no LLM required. True False False False alwank/disclosure-alpha
471 Tradevo Data Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-07 3 https://github.com/christianpichichero-max/pit-fundamentals Point-in-time US equity fundamentals from SEC EDGAR that stamp each figure with the date it first became public and flag later restatements, so fundamental backtests avoid lookahead bias; free CC0 sample of 40 large-caps, with a paid JSON API. [Website](https://tradevodata.com) True False False False christianpichichero-max/pit-fundamentals
474 uk-sic-codes Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-22 0 https://pypi.org/project/uk-sic-codes/ UK SIC 2007 industry classification code lookup, search, and validation. 731 codes, 21 sections. False False True False
475 uk-company-number Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-22 0 https://pypi.org/project/uk-company-number/ Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes. False False True False
476 veroq-python Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-31 1 https://github.com/Veroq-api/veroq-python Financial intelligence API with verified market data, trading signals, sentiment analysis, and fact-checking across 1,061+ tickers. [PyPI](https://pypi.org/project/veroq/) True False False False Veroq-api/veroq-python
477 lse-data Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-20 213 220 https://github.com/londonstrategicedge/lse-data Live ticks over WebSocket plus historical ticks and candles for stocks, FX, crypto, commodities, indices, ETFs and futures, with options chains and greeks, economics series and government bond yields, across 118,000+ datasets. US stocks from 2003, FX from 2009, options from 2014, economics back to 1900. Free, no subscription tiers. [PyPI](https://pypi.org/project/lse-data/) True False False False londonstrategicedge/lse-data
478 IBrokers R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2022-11-16 0 https://cran.r-project.org/web/packages/IBrokers/index.html Provides native R access to Interactive Brokers Trader Workstation API. False True False False
479 Rblpapi R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-02 176 https://github.com/Rblp/Rblpapi An R Interface to 'Bloomberg' is provided via the 'Blp API'. True False False False Rblp/Rblpapi
480 Rbitcoin R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2016-10-25 57 https://github.com/jangorecki/Rbitcoin Unified markets API interface (bitstamp, kraken, btce, bitmarket). True False False False jangorecki/Rbitcoin
481 GetTDData R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-06-04 2026-08-29 28 https://github.com/msperlin/GetTDData Downloads and aggregates data for Brazilian government issued bonds directly from the website of Tesouro Direto. True False False False msperlin/GetTDData
482 GetHFData R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2020-06-30 41 https://github.com/msperlin/GetHFData Downloads and aggregates high frequency trading data for Brazilian instruments directly from Bovespa ftp site. True False False False msperlin/GetHFData
483 td R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-02-12 19 https://github.com/eddelbuettel/td Interfaces the 'twelvedata' API for stocks and (digital and standard) currencies. True False False False eddelbuettel/td
484 rbcb R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2024-01-23 98 https://github.com/wilsonfreitas/rbcb R interface to Brazilian Central Bank web services. True False False False wilsonfreitas/rbcb
498 EarningsCall Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-07-21 35 https://github.com/EarningsCall/earningscall-python REST API and Python/JavaScript SDK for earnings call transcripts, audio files, and slide decks for 9,000+ public companies. Includes speaker-level data, Q&A segmentation, and earnings calendar. True False False False EarningsCall/earningscall-python
499 Korean Market Data Data Data Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-29 0 https://github.com/james-brand/korea-market-data Daily foreign and institutional net flows for every KOSPI/KOSDAQ common stock plus all 44 KRX sector indices with returns and excess return vs market, in English CSV/JSON under CC BY 4.0 with a Zenodo DOI, rebuilt each trading day. True False False False james-brand/korea-market-data
500 AgentServices Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-08-26 1 https://agentservices.to x402-paid crypto and market data API platform: 54 services, 97 endpoints, 37 MCP tools. Real-time prices, technical indicators, on-chain data, and market intelligence with on-chain USDC payments on Base. [GitHub](https://github.com/vbkotecha/aiservices-api) True False False False vbkotecha/aiservices-api
501 pmxt Python Python,JavaScript Prediction Markets Prediction Markets prediction-markets 2026-07-18 2106 2107 https://github.com/pmxt-dev/pmxt The CCXT for prediction markets. A unified API for trading on Polymarket, Kalshi, and more. True False False False pmxt-dev/pmxt
502 polymarket-whales Python Python Prediction Markets Prediction Markets prediction-markets 2026-03-20 60 61 https://github.com/al1enjesus/polymarket-whales Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book. True False False False al1enjesus/polymarket-whales
503 Polymarket Scanner API Python Python Prediction Markets Prediction Markets prediction-markets error 0 https://github.com/vesper-astrena/polymarket-scanner-api Real-time arbitrage detection API for Polymarket prediction markets, scanning 12,000+ markets for mispricings. True False False False vesper-astrena/polymarket-scanner-api
504 SimpleFunctions JavaScript JavaScript Prediction Markets Prediction Markets prediction-markets error 0 https://github.com/spfunctions/simplefunctions-cli Prediction market intelligence CLI for Kalshi and Polymarket. Causal thesis models, edge detection, 24/7 orderbook monitoring, what-if scenarios, and trade execution. MCP server for AI agent integration. True False False False spfunctions/simplefunctions-cli
505 PolyMind Python Python Prediction Markets Prediction Markets prediction-markets 2026-06-18 1 https://polyminds.netlify.app/ Real-time Polymarket trading alerts with multi-AI analysis (Groq, Claude, Gemini). Track whale bets, volume spikes, coordinated wallets, and 12 signal types. Free tier available. [GitHub](https://github.com/samirasadov28-code/PolyMind) True False False False samirasadov28-code/PolyMind
506 prediction-market-maker Python Python Prediction Markets Prediction Markets prediction-markets 2026-04-10 28 https://github.com/octavi42/prediction-market-maker Open-source market-making strategy that placed #2 in Paradigm's prediction market challenge, with full strategy evolution and analysis. True False False False octavi42/prediction-market-maker
507 Oracle3 Python Python Prediction Markets Prediction Markets prediction-markets 2026-05-07 250 251 https://github.com/YichengYang-Ethan/oracle3 Autonomous trading agent for Kalshi, Polymarket, and Solana — Wang Transform pricing (calibrated on 291k resolved contracts) drives eight constraint-based arbitrage strategies and Kelly-sized model trades. True False False False YichengYang-Ethan/oracle3
508 marketlens Python Python,MCP Prediction Markets Prediction Markets prediction-markets 2026-08-18 26 https://github.com/marketlenstrade/marketlens-python Tick-level Polymarket order book history with replay and a backtesting engine simulating queue priority, latency, and slippage. True False False False marketlenstrade/marketlens-python
509 polymarket-bot-lab Python Python Prediction Markets Prediction Markets prediction-markets 2026-07-29 0 https://github.com/oraclemangle/polymarket-bot-lab Open-sourced research lab of 11 candidate Polymarket trading bots (weather, sports, longshot fades, maker, whale-flow) with a shared CLOB/backtest framework, ADR decision log, and honest paper/live results. Companion free dataset: [polymarket-canary-tape](https://huggingface.co/datasets/oraclemangle/polymarket-canary-tape) (300M+ events, CC-BY-4.0). True False False False oraclemangle/polymarket-bot-lab
510 Live Tennis API REST REST,WebSocket,MCP Prediction Markets Prediction Markets prediction-markets 2026-08-23 162 https://livetennisapi.com Real-time tennis scores, serving and break-point state, and model win probabilities for pricing tennis event markets, plus H2H, rankings and a 1968-2022 point-by-point archive; free tier. [GitHub](https://github.com/livetennisapi/livetennisapi-mcp) True False False False livetennisapi/livetennisapi-mcp
511 polymm Python Python,Polymarket Prediction Markets Prediction Markets prediction-markets 2026-08-16 83 85 https://github.com/kachence/polymm Market-making and arbitrage bot for Polymarket sports and esports markets, pricing from de-vigged sportsbook odds. True False False False kachence/polymm
512 QuantRank500 Python Python Prediction Markets Prediction Markets prediction-markets error 0 https://github.com/quantrank500/quantrank500 Open-source public record of stock predictions: commit-reveal before the open, automatic settlement against exchange data, tamper-evident hash-chained ledger. Live at [quantrank500.com](https://quantrank500.com). True False False False quantrank500/quantrank500
513 exchange_calendars Python Python Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2026-08-09 664 https://github.com/gerrymanoim/exchange_calendars Stock Exchange Trading Calendars. True False False False gerrymanoim/exchange_calendars
514 bizdays Python Python Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2026-03-08 94 95 https://github.com/wilsonfreitas/python-bizdays Business days calculations and utilities. True False False False wilsonfreitas/python-bizdays
515 pandas_market_calendars Python Python Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2026-05-27 994 https://github.com/rsheftel/pandas_market_calendars Exchange calendars to use with pandas for trading applications. True False False False rsheftel/pandas_market_calendars
516 timeDate R R Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2026-01-28 0 https://cran.r-project.org/web/packages/timeDate/index.html Chronological and Calendar Objects. False True False False
517 bizdays R R Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2025-01-08 58 https://github.com/wilsonfreitas/R-bizdays Business days calculations and utilities. True False False False wilsonfreitas/R-bizdays
520 fx-value-date TypeScript TypeScript Calendars & Market Hours Calendars & Market Hours calendars-market-hours 2026-07-11 0 https://github.com/moshejs/fx-value-date FX spot/forward value-date calculation across two currency holiday calendars, with the USD-lag and end-of-month rules; zero dependencies. True False False False moshejs/fx-value-date
521 D-Tale Python Python Visualization Visualization visualization 2026-05-11 5214 https://github.com/man-group/dtale Visualizer for pandas dataframes and xarray datasets. True False False False man-group/dtale
522 mplfinance Python Python Visualization Visualization visualization 2024-04-02 4427 https://github.com/matplotlib/mplfinance matplotlib utilities for the visualization, and visual analysis, of financial data. True False False False matplotlib/mplfinance
523 finplot Python Python Visualization Visualization visualization 2026-03-26 1180 1181 https://github.com/highfestiva/finplot Performant and effortless finance plotting for Python. True False False False highfestiva/finplot
524 finvizfinance Python Python Visualization Visualization visualization 2026-08-27 2026-08-29 1624 https://github.com/lit26/finvizfinance Finviz analysis python library. True False False False lit26/finvizfinance
525 market-analy Python Python Visualization Visualization visualization 2026-07-23 80 https://github.com/maread99/market_analy Analysis and interactive charting using [market-prices](https://github.com/maread99/market_prices) and bqplot. True False False False maread99/market_analy
526 QuantInvestStrats Python Python Visualization Visualization visualization 2026-08-28 2026-08-29 622 623 https://github.com/ArturSepp/QuantInvestStrats Quantitative Investment Strategies (QIS) package implements Python analytics for visualisation of financial data, performance reporting, analysis of quantitative strategies. True False False False ArturSepp/QuantInvestStrats
527 LightweightCharts.jl Julia Julia Visualization Visualization visualization 2026-07-06 56 https://github.com/bhftbootcamp/LightweightCharts.jl Julia wrapper for Lightweight Charts™ by TradingView. True False False False bhftbootcamp/LightweightCharts.jl
528 QUANTAXIS_Webkit JavaScript JavaScript Visualization Visualization visualization 2017-07-30 37 https://github.com/yutiansut/QUANTAXIS_Webkit An awesome visualization center based on quantaxis. True False False False yutiansut/QUANTAXIS_Webkit
529 dxcharts-lite JavaScript JavaScript Visualization Visualization visualization 2026-08-20 101 https://github.com/devexperts/dxcharts-lite Flexible financial charting library based on HTML5 canvas. True False False False devexperts/dxcharts-lite
533 xlwings Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 2026-08-24 3398 https://www.xlwings.org/ Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings) True False False False xlwings/xlwings
534 openpyxl Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 0 https://openpyxl.readthedocs.io/en/latest/ Read/Write Excel 2007 xlsx/xlsm files. False False False False
535 xlrd Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 2026-07-15 2206 https://github.com/python-excel/xlrd Library for developers to extract data from Microsoft Excel spreadsheet files. True False False False python-excel/xlrd
536 xlsxwriter Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 2026-08-04 3969 3970 https://xlsxwriter.readthedocs.io/ Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter) True False False False jmcnamara/XlsxWriter
537 xlwt Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 2018-09-16 1043 https://github.com/python-excel/xlwt Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform. True False False False python-excel/xlwt
538 xlloop Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 2018-03-10 110 http://xlloop.sourceforge.net XLLoop is an open source framework for implementing Excel user-defined functions (UDFs) on a centralised server (a function server). [GitHub](https://github.com/poidasmith/xlloop) True False False False poidasmith/xlloop
539 expy Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 0 http://www.bnikolic.co.uk/expy/expy.html The ExPy add-in allows easy use of Python directly from within an Microsoft Excel spreadsheet, both to execute arbitrary code and to define new Excel functions. False False False False
540 pyxll Python Python Excel & Spreadsheet Integration Excel & Spreadsheet Integration excel-spreadsheet-integration 0 https://www.pyxll.com PyXLL is an Excel add-in that enables you to extend Excel using nothing but Python code. False False False False
541 QFO Quant Platform Python Python,React,A-shares Quant Research Environments Quant Research Environments quant-research-environments 2026-08-16 0 https://www.qfo-quant-platform.com/ Local-first quantitative research and backtesting platform with data synchronization, multi-asset screening, factor analysis, portfolio optimization, risk analysis, and optional LLM-assisted news analysis. [GitHub](https://github.com/yeh2017/QFO-Quant-Platform) True False False False yeh2017/QFO-Quant-Platform
542 dsh-quant TypeScript TypeScript,DeepSeek Harness Quant Research Environments Quant Research Environments quant-research-environments 2026-08-27 26 https://github.com/pengpengyi92/dsh-quant Agent-native quantitative research toolkit for DeepSeek Harness: 46 tools across data, alpha, ML, risk, execution and ecosystem domains, with an end-to-end research pipeline. True False False False pengpengyi92/dsh-quant
543 Jupyter Quant Python Python Quant Research Environments Quant Research Environments quant-research-environments 2024-06-14 22 https://github.com/gnzsnz/jupyter-quant A dockerized Jupyter quant research environment with preloaded tools for quant analysis, statsmodels, pymc, arch, py_vollib, zipline-reloaded, PyPortfolioOpt, etc. True False False False gnzsnz/jupyter-quant
544 RunMat Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-28 253 https://runmat.org High performance, Open Source, MATLAB syntax runtime. [GitHub](https://github.com/runmat-org/runmat) True False False False runmat-org/runmat
545 QuantLibRisks Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-05-13 42 https://github.com/auto-differentiation/QuantLib-Risks-Cpp Fast risks with QuantLib in C++. True False False False auto-differentiation/QuantLib-Risks-Cpp
546 XAD Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-07-05 426 425 https://github.com/auto-differentiation/xad Automatic Differentation (AAD) Library. True False False False auto-differentiation/xad
547 QuantLib Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-28 7549 7551 https://github.com/lballabio/QuantLib The QuantLib project is aimed at providing a comprehensive software framework for quantitative finance. True False False False lballabio/QuantLib
548 JQuantLib Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2016-02-26 155 https://github.com/frgomes/jquantlib Java port. True False False False frgomes/jquantlib
549 RQuantLib Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-07-26 136 https://github.com/eddelbuettel/rquantlib R port. True False False False eddelbuettel/rquantlib
550 QuantLibAddin Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 0 https://www.quantlib.org/quantlibaddin/ Excel support. False False False False
551 QuantLibXL Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 0 https://www.quantlib.org/quantlibxl/ Excel support. False False False False
552 QLNet Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-04 427 https://github.com/amaggiulli/qlnet .Net port. True False False False amaggiulli/qlnet
553 PyQL Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-07-16 1336 1337 https://github.com/enthought/pyql Python port. True False False False enthought/pyql
554 QuantLib.jl Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2020-02-18 144 https://github.com/pazzo83/QuantLib.jl Julia port. True False False False pazzo83/QuantLib.jl
555 QuantLib-Python Documentation Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 0 https://quantlib-python-docs.readthedocs.io/ Documentation for the Python bindings for the QuantLib library. False False False False
556 TA-Lib Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-28 2026-08-29 1661 https://ta-lib.org perform technical analysis of financial market data. [GitHub](https://github.com/TA-Lib/ta-lib) True False False False TA-Lib/ta-lib
557 RunMat Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-28 253 https://github.com/runmat-org/runmat Rust runtime for MATLAB-syntax array math with automatic CPU/GPU execution and fused kernels for quant simulations. True False False False runmat-org/runmat
558 godzilla.dev C++ C++,Python Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-11 371 https://godzilla.dev Open-source framework for crypto quant trading, funding rate arbitrage and ultra-low-latency market making. [GitHub](https://github.com/godzilla-foundation/godzilla-community) True False False False godzilla-foundation/godzilla-community
559 PineTS TypeScript TypeScript,JavaScript,Pine Script Cross-Language Frameworks Cross-Language Frameworks cross-language-frameworks 2026-08-24 512 515 https://github.com/LuxAlgo/PineTS Open-source transpiler and runtime that executes Pine Script logic in Node.js and the browser with 1:1 syntax compatibility, for running indicators and strategies on your own infrastructure. True False False False LuxAlgo/PineTS
560 Quant Sprint Training Training,Interviews Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 0 https://lambdia.com/play Free timed drill of first round quant interview questions on options and the Greeks, two sided quoting, probability and mental arithmetic. False False False False
561 QuantVault Training Training,Interviews Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 0 https://quantvault.org Quant interview prep with 391 free problems with full worked solutions, per-firm online-assessment guides, and free playable replicas of real trading-firm OAs (Optiver, SIG, IMC). False False False False
562 Wyckoff Method Course Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 0 https://arapov.trade/en/freestudying/wyckoff-method Free course on volume analysis and the Wyckoff method: market phases, spring/upthrust, order flow reading. False False False False
570 QuantEcon Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 0 https://quantecon.org/ Lecture series on economics, finance, econometrics and data science; QuantEcon.py, QuantEcon.jl, notebooks. False False False False
571 FinanceHub Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2021-05-25 801 https://github.com/Finance-Hub/FinanceHub Resources for Quantitative Finance. True False False False Finance-Hub/FinanceHub
572 Python_Option_Pricing Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-05-13 851 https://github.com/dedwards25/Python_Option_Pricing An library to price financial options written in Python. Includes: Black Scholes, Black 76, Implied Volatility, American, European, Asian, Spread Options. True False False False dedwards25/Python_Option_Pricing
573 python-training Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-08-24 14045 14058 https://github.com/jpmorganchase/python-training J.P. Morgan's Python training for business analysts and traders. True False False False jpmorganchase/python-training
574 Stock_Analysis_For_Quant Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-05-04 2055 https://github.com/LastAncientOne/Stock_Analysis_For_Quant Different Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau. True False False False LastAncientOne/Stock_Analysis_For_Quant
575 algorithmic-trading-with-python Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2021-06-01 3480 3481 https://github.com/chrisconlan/algorithmic-trading-with-python Source code for Algorithmic Trading with Python (2020) by Chris Conlan. True False False False chrisconlan/algorithmic-trading-with-python
576 MEDIUM_NoteBook Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-09-22 2144 https://github.com/cerlymarco/MEDIUM_NoteBook Repository containing notebooks of [cerlymarco](https://github.com/cerlymarco)'s posts on Medium. True False False False cerlymarco/MEDIUM_NoteBook
577 QuantFinance Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-09-02 617 https://github.com/PythonCharmers/QuantFinance Training materials in quantitative finance. True False False False PythonCharmers/QuantFinance
578 IPythonScripts Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-02-28 179 https://github.com/mgroncki/IPythonScripts Tutorials about Quantitative Finance in Python and QuantLib: Pricing, xVAs, Hedging, Portfolio Optimisation, Machine Learning and Deep Learning. True False False False mgroncki/IPythonScripts
579 Computational-Finance-Course Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-03-01 897 898 https://github.com/LechGrzelak/Computational-Finance-Course Materials for the course of Computational Finance. True False False False LechGrzelak/Computational-Finance-Course
580 Machine-Learning-for-Asset-Managers Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-01-29 660 https://github.com/emoen/Machine-Learning-for-Asset-Managers Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado. True False False False emoen/Machine-Learning-for-Asset-Managers
581 Python-for-Finance-Cookbook Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-03-02 799 800 https://github.com/PacktPublishing/Python-for-Finance-Cookbook Python for Finance Cookbook, published by Packt. True False False False PacktPublishing/Python-for-Finance-Cookbook
582 modelos_vol_derivativos Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2023-08-19 59 https://github.com/ysaporito/modelos_vol_derivativos "Modelos de Volatilidade para Derivativos" book's Jupyter notebooks. True False False False ysaporito/modelos_vol_derivativos
583 NMOF Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-08-20 39 https://github.com/enricoschumann/NMOF Functions, examples and data from the first and the second edition of "Numerical Methods and Optimization in Finance" by M. Gilli, D. Maringer and E. Schumann (2019, ISBN:978-0128150658). True False False False enricoschumann/NMOF
584 py4fi2nd Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-06-06 2260 https://github.com/yhilpisch/py4fi2nd Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch. True False False False yhilpisch/py4fi2nd
597 systematictradingexamples Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2020-07-22 488 https://github.com/robcarver17/systematictradingexamples Examples of code related to book [Systematic Trading](www.systematictrading.org) and [blog](http://qoppac.blogspot.com). True False False False robcarver17/systematictradingexamples
598 pysystemtrade_examples Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2018-02-21 279 https://github.com/robcarver17/pysystemtrade_examples Examples using pysystemtrade for Robert Carver's [blog](http://qoppac.blogspot.com). True False False False robcarver17/pysystemtrade_examples
599 ML_Finance_Codes Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2020-06-13 2638 https://github.com/mfrdixon/ML_Finance_Codes Machine Learning in Finance: From Theory to Practice Book. True False False False mfrdixon/ML_Finance_Codes
600 Hands-On Machine Learning for Algorithmic Trading Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2023-01-18 1915 1916 https://github.com/packtpublishing/hands-on-machine-learning-for-algorithmic-trading Hands-On Machine Learning for Algorithmic Trading, published by Packt. True False False False packtpublishing/hands-on-machine-learning-for-algorithmic-trading
601 financialnoob-misc Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-08-26 28 https://github.com/financialnoob/misc Codes from @financialnoob's posts. True False False False financialnoob/misc
602 MesoSim Options Trading Strategy Library Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-04-06 22 https://github.com/deltaray-io/strategy-library Free and public Options Trading strategy library for MesoSim. True False False False deltaray-io/strategy-library
603 Quant-Finance-With-Python-Code Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-01-15 184 https://github.com/lingyixu/Quant-Finance-With-Python-Code Repo for code examples in Quantitative Finance with Python by Chris Kelliher. True False False False lingyixu/Quant-Finance-With-Python-Code
604 QuantFinanceTraining Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-02-20 42 https://github.com/JoaoJungblut/QuantFinanceTraining This repository contains codes that were executed during my training in the CQF (Certificate in Quantitative Finance). The codes are organized by class, facilitating navigation and reference. True False False False JoaoJungblut/QuantFinanceTraining
605 book_irds3 Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2022-10-29 125 https://github.com/attack68/book_irds3 Code repository for Pricing and Trading Interest Rate Derivatives. True False False False attack68/book_irds3
606 Autoencoder-Asset-Pricing-Models Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-08-17 149 https://github.com/RichardS0268/Autoencoder-Asset-Pricing-Models Reimplementation of Autoencoder Asset Pricing Models ([GKX, 2019](https://papers.ssrn.com/sol3/papers.cfm?abstract_id=3335536)). True False False False RichardS0268/Autoencoder-Asset-Pricing-Models
607 Finance Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-05-12 4198 4200 https://github.com/shashankvemuri/Finance 150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data. True False False False shashankvemuri/Finance
608 101_formulaic_alphas Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2022-07-11 51 https://github.com/ram-ki/101_formulaic_alphas Implementation of [101 formulaic alphas](https://arxiv.org/abs/1601.00991) using qstrader. True False False False ram-ki/101_formulaic_alphas
609 Tidy Finance Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 0 https://www.tidy-finance.org/ An opinionated approach to empirical research in financial economics - a fully transparent, open-source code base in multiple programming languages (Python and R) to enable the reproducible implementation of financial research projects for students and practitioners. False False False False
610 RoughVolatilityWorkshop Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-09-06 73 https://github.com/jgatheral/RoughVolatilityWorkshop 2024 QuantMind's Rough Volatility Workshop lectures. True False False False jgatheral/RoughVolatilityWorkshop
611 AFML Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2024-09-05 861 863 https://github.com/boyboi86/AFML All the answers for exercises from Advances in Financial Machine Learning by Dr Marco Lopez de Parodo. True False False False boyboi86/AFML
612 AlgoTradingLib Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-03-28 33 https://github.com/usdaud/algotradinglib.github.io A catalog of algorithmic trading libraries, frameworks, strategies, and educational materials. True False False False usdaud/algotradinglib.github.io
613 Portfolio Optimization Book Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2025-02-17 27 https://portfoliooptimizationbook.com/ Prof. Daniel Palomar's Portfolio Optimization Book. [GitHub](https://github.com/dppalomar/pob) True False False False dppalomar/pob
614 direct_vola Python Python,R Reproducing Works, Training & Books Reproducing Works, Training & Books reproducing-works-training-books 2026-05-01 6 https://github.com/wol-fi/direct_vola Demo code for direct Black-Scholes implied-volatility calculation from normalized call prices via the inverse-Gaussian quantile representation. True False False False wol-fi/direct_vola