diff --git a/projects.csv b/projects.csv
index adc598e..1b07cc0 100644
--- a/projects.csv
+++ b/projects.csv
@@ -1,38 +1,38 @@
project,language,category,section,section_slug,last_commit,stars,url,description,github,cran,pypi,commercial,repo
-numpy,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,31643,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,14553,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,48221,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,37830,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-24,31641,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,14554,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,48219,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,37841,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2017-10-26,377,https://github.com/johnbywater/quantdsl,Domain specific language for quantitative analytics in finance and trading.,True,False,False,False,johnbywater/quantdsl
statistics,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-22,14503,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-04,9543,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,14503,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,9543,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-02-16,122,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,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-20,2225,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
-pmxt,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,1146,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
-OpenBB Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-22,63457,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal
-Fincept Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-21,2860,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
-PyQL,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-08-20,1261,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql
+ArcticDB,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,2227,https://github.com/man-group/ArcticDB,High performance datastore for time series and tick data.,True,False,False,False,man-group/ArcticDB
+pmxt,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-23,1150,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
+OpenBB Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-22,63495,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal
+Fincept Terminal,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-23,2862,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
+PyQL,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-08-20,1262,https://github.com/enthought/pyql,QuantLib's Python port.,True,False,False,False,enthought/pyql
pyfin,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2014-12-03,316,https://github.com/opendoor-labs/pyfin,Basic options pricing in Python. *ARCHIVED*,True,False,False,False,opendoor-labs/pyfin
vollib,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2023-04-01,929,https://github.com/vollib/vollib,"vollib is a python library for calculating option prices, implied volatility and greeks.",True,False,False,False,vollib/vollib
-QuantPy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-11-28,974,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy
+QuantPy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-11-28,975,https://github.com/jsmidt/QuantPy,A framework for quantitative finance In python.,True,False,False,False,jsmidt/QuantPy
Finance-Python,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2024-01-01,873,https://github.com/alpha-miner/Finance-Python,Python tools for Finance.,True,False,False,False,alpha-miner/Finance-Python
ffn,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-21,2519,https://github.com/pmorissette/ffn,A financial function library for Python.,True,False,False,False,pmorissette/ffn
pynance,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2021-02-03,440,https://github.com/GriffinAustin/pynance,Lightweight Python library for assembling and analyzing financial data.,True,False,False,False,GriffinAustin/pynance
tia,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-06-05,430,https://github.com/bpsmith/tia,Toolkit for integration and analysis.,True,False,False,False,bpsmith/tia
pysabr,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2022-04-21,592,https://github.com/ynouri/pysabr,SABR model Python implementation.,True,False,False,False,ynouri/pysabr
-FinancePy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-11,2839,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-19,10003,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance,True,False,False,False,goldmansachs/gs-quant
+FinancePy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-11,2841,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-23,10008,https://github.com/goldmansachs/gs-quant,Python toolkit for quantitative finance,True,False,False,False,goldmansachs/gs-quant
willowtree,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2018-07-14,344,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2017-11-20,500,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2022-11-18,1348,https://github.com/dbrojas/optlib,A library for financial options pricing written in Python.,True,False,False,False,dbrojas/optlib
-tf-quant-finance,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-02-12,5266,https://github.com/google/tf-quant-finance,High-performance TensorFlow library for quantitative finance.,True,False,False,False,google/tf-quant-finance
+tf-quant-finance,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-02-12,5267,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2023-04-07,582,https://github.com/RomanMichaelPaolucci/Q-Fin,A Python library for mathematical finance.,True,False,False,False,RomanMichaelPaolucci/Q-Fin
Quantsbin,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2021-05-23,612,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,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2024-02-01,295,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
pypme,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-01-16,13,https://github.com/ymyke/pypme,PME (Public Market Equivalent) calculation.,True,False,False,False,ymyke/pypme
AbsBox,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-17,64,https://github.com/yellowbean/AbsBox,A Python based library to model cashflow for structured product like Asset-backed securities (ABS) and Mortgage-backed securities (MBS).,True,False,False,False,yellowbean/AbsBox
-Intrinsic-Value-Calculator,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-07-02,83,https://github.com/akashaero/Intrinsic-Value-Calculator,A Python tool for quick calculations of a stock's fair value using Discounted Cash Flow analysis.,True,False,False,False,akashaero/Intrinsic-Value-Calculator
+Intrinsic-Value-Calculator,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-07-02,84,https://github.com/akashaero/Intrinsic-Value-Calculator,A Python tool for quick calculations of a stock's fair value using Discounted Cash Flow analysis.,True,False,False,False,akashaero/Intrinsic-Value-Calculator
Kelly-Criterion,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2019-02-16,110,https://github.com/deltaray-io/kelly-criterion,Kelly Criterion implemented in Python to size portfolios based on J. L. Kelly Jr's formula.,True,False,False,False,deltaray-io/kelly-criterion
rateslib,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-02-15,328,https://github.com/attack68/rateslib,"A fixed income library for pricing bonds and bond futures, and derivatives such as IRS, cross-currency and FX swaps.",True,False,False,False,attack68/rateslib
fypy,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-02-27,139,https://github.com/jkirkby3/fypy,"Vanilla and exotic option pricing library to support quantitative R&D. Focus on pricing interesting/useful models and contracts (including and beyond Black-Scholes), as well as calibration of financial models to market data.",True,False,False,False,jkirkby3/fypy
@@ -42,64 +42,64 @@ pandas_talib,Python,Indicators,Indicators,indicators,2018-05-30,781,https://gith
finta,Python,Indicators,Indicators,indicators,2022-07-24,2246,https://github.com/peerchemist/finta,Common financial technical analysis indicators implemented in Pandas.,True,False,False,False,peerchemist/finta
Tulipy,Python,Indicators,Indicators,indicators,2019-04-11,92,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,Indicators,Indicators,indicators,2026-02-15,450,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
-talipp,Python,Indicators,Indicators,indicators,2025-09-09,526,https://github.com/nardew/talipp,Incremental technical analysis library for Python.,True,False,False,False,nardew/talipp
+talipp,Python,Indicators,Indicators,indicators,2025-09-09,527,https://github.com/nardew/talipp,Incremental technical analysis library for Python.,True,False,False,False,nardew/talipp
streaming_indicators,Python,Indicators,Indicators,indicators,2025-04-27,146,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
-TradeSight,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,1,https://github.com/rmbell09-lang/tradesight,"AI-powered trading intelligence platform with paper trading, strategy optimization tournaments, 15+ technical indicators, and multi-market scanning.",True,False,False,False,rmbell09-lang/tradesight
+TradeSight,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,2,https://github.com/rmbell09-lang/tradesight,"AI-powered trading intelligence platform with paper trading, strategy optimization tournaments, 15+ technical indicators, and multi-market scanning.",True,False,False,False,rmbell09-lang/tradesight
the0,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,209,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
-skfolio,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,1907,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
-Investing algorithm framework,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,702,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
+skfolio,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,1908,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
+Investing algorithm framework,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,703,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
QSTrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-24,3328,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader
Blankly,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2417,https://github.com/Blankly-Finance/Blankly,"Fully integrated backtesting, paper trading, and live deployment.",True,False,False,False,Blankly-Finance/Blankly
TA-Lib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-16,11805,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib ().,True,False,False,False,mrjbq7/ta-lib
-zipline,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,19541,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
+zipline,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-10-14,19543,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
zipline-reloaded,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-13,1688,https://github.com/stefan-jansen/zipline-reloaded,"Zipline, a Pythonic Algorithmic Trading Library.",True,False,False,False,stefan-jansen/zipline-reloaded
QuantSoftware Toolkit,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-10-07,476,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-03,66,https://github.com/jeffrey-liang/quantitative,"Quantitative finance, and backtesting library.",True,False,False,False,jeffrey-liang/quantitative
analyzer,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2015-12-22,214,https://github.com/llazzaro/analyzer,Python framework for real-time financial and backtesting trading strategies.,True,False,False,False,llazzaro/analyzer
bt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,2830,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
-backtrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,20884,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
+backtrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,20888,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
pythalesians,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-09-09,817,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,4643,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,False,False,gbeced/pyalgotrade
basana,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-29,820,https://github.com/gbeced/basana,"A Python async and event driven framework for algorithmic trading, with a focus on crypto currencies.",True,False,False,False,gbeced/basana
-ta,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-18,4915,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python),True,False,False,False,bukosabino/ta
+ta,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-18,4916,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python),True,False,False,False,bukosabino/ta
algobroker,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-03-31,97,https://github.com/joequant/algobroker,This is an execution engine for algo trading.,True,False,False,False,joequant/algobroker
finmarketpy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-03-10,3727,https://github.com/cuemacro/finmarketpy,Python library for backtesting trading strategies and analyzing financial markets.,True,False,False,False,cuemacro/finmarketpy
binary-martingale,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-10-16,48,https://github.com/metaperl/binary-martingale,Computer program to automatically trade binary options martingale style.,True,False,False,False,metaperl/binary-martingale
fooltrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-07-19,1182,https://github.com/foolcage/fooltrader,the project using big-data technology to provide an uniform way to analyze the whole market.,True,False,False,False,foolcage/fooltrader
-zvt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-01,4035,https://github.com/zvtvz/zvt,"the project using sql, pandas to provide an uniform and extendable way to record data, computing factors, select securities, backtesting, realtime trading and it could show all of them in clearly charts in realtime.",True,False,False,False,zvtvz/zvt
+zvt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-01,4034,https://github.com/zvtvz/zvt,"the project using sql, pandas to provide an uniform and extendable way to record data, computing factors, select securities, backtesting, realtime trading and it could show all of them in clearly charts in realtime.",True,False,False,False,zvtvz/zvt
pylivetrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-04-11,681,https://github.com/alpacahq/pylivetrader,zipline-compatible live trading library.,True,False,False,False,alpacahq/pylivetrader
pipeline-live,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2022-04-11,206,https://github.com/alpacahq/pipeline-live,zipline's pipeline capability with IEX for live trading.,True,False,False,False,alpacahq/pipeline-live
zipline-extensions,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2018-09-17,18,https://github.com/quantrocket-llc/zipline-extensions,Zipline extensions and adapters for QuantRocket.,True,False,False,False,quantrocket-llc/zipline-extensions
moonshot,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-08-14,256,https://github.com/quantrocket-llc/moonshot,Vectorized backtester and trading engine for QuantRocket based on Pandas.,True,False,False,False,quantrocket-llc/moonshot
-PyPortfolioOpt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,5573,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,robertmartin8/PyPortfolioOpt
+PyPortfolioOpt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,5574,https://github.com/robertmartin8/PyPortfolioOpt,"Financial portfolio optimization in python, including classical efficient frontier and advanced methods.",True,False,False,False,robertmartin8/PyPortfolioOpt
Eiten,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-09-21,3165,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-27,318,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-12-01,4619,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
+mlfinlab,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-12-01,4620,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
pyqstrat,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-11-05,371,https://github.com/abbass2/pyqstrat,"A fast, extensible, transparent python library for backtesting quantitative strategies.",True,False,False,False,abbass2/pyqstrat
NowTrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-02-07,101,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-12,293,https://github.com/fja05680/pinkfish,A backtester and spreadsheet library for security analysis.,True,False,False,False,fja05680/pinkfish
-PRISM-INSIGHT,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,505,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,505,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,16,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
aat,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-02,780,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine,True,False,False,False,timkpaine/aat
Backtesting.py,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-09-22,2556,https://github.com/enigmampc/catalyst,An Algorithmic Trading Library for Crypto-Assets in Python,True,False,False,False,enigmampc/catalyst
-quantstats,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6875,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python",True,False,False,False,ranaroussi/quantstats
+quantstats,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6878,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python",True,False,False,False,ranaroussi/quantstats
qtpylib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-03-24,2256,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading ",True,False,False,False,ranaroussi/qtpylib
Quantdom,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,761,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,47942,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,False,False,freqtrade/freqtrade
-algorithmic-trading-with-python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3266,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
+freqtrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,47963,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,False,False,freqtrade/freqtrade
+algorithmic-trading-with-python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3267,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
DeepDow,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-01-24,1118,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning,True,False,False,False,jankrepl/deepdow
-Qlib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,39207,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
-machine-learning-for-trading,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,16810,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-24,1703,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,7573,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python,True,False,False,False,jesse-ai/jesse
-rqalpha,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,6247,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,14258,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
+Qlib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,39238,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
+machine-learning-for-trading,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,16818,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-24,1707,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,7576,https://github.com/jesse-ai/jesse,An advanced crypto trading bot written in Python,True,False,False,False,jesse-ai/jesse
+rqalpha,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,6249,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,14445,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
bulbea,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2017-03-19,2265,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,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-17,5502,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
-OpenFinClaw,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,121,https://github.com/cryptoSUN2049/openFinclaw,"AI-native hedge fund platform: natural language strategy generation, Rust backtesting engine, multi-market execution, and self-evolving strategy pipeline with community leaderboard.",True,False,False,False,cryptoSUN2049/openFinclaw
+OctoBot,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-17,5506,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
+OpenFinClaw,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,122,https://github.com/cryptoSUN2049/openFinclaw,"AI-native hedge fund platform: natural language strategy generation, Rust backtesting engine, multi-market execution, and self-evolving strategy pipeline with community leaderboard.",True,False,False,False,cryptoSUN2049/openFinclaw
bta-lib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2020-03-11,492,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib
Stock-Prediction-Models,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9267,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
TuneTA,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-10-13,457,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
@@ -107,25 +107,25 @@ AutoTrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtestin
fast-trade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,532,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-05,902,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-06-16,1313,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-19,6957,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-14,18023,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
+vectorbt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-19,6965,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-14,18033,https://github.com/QuantConnect/Lean,"Lean Algorithmic Trading Engine by QuantConnect (Python, C#).",True,False,False,False,QuantConnect/Lean
fast-trade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,532,https://github.com/jrmeier/fast-trade,Low code backtesting library utilizing pandas and technical analysis indicators.,True,False,False,False,jrmeier/fast-trade
pysystemtrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,3233,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,163,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-01-01,199,https://github.com/DrAshBooth/PyLOB,Fully functioning fast Limit Order Book written in Python.,True,False,False,False,DrAshBooth/PyLOB
PyBroker,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-05,3240,https://github.com/edtechre/pybroker,Algorithmic Trading with Machine Learning.,True,False,False,False,edtechre/pybroker
OctoBot Script,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-04,39,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,3842,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
-vnpy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-14,38235,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-02-28,1642,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
+hftbacktest,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,3845,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
+vnpy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-14,38261,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-02-28,1643,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-09-15,1746,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,21370,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,21385,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
YABTE,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-05-11,6,https://github.com/bsdz/yabte,Yet Another (Python) BackTesting Engine.,True,False,False,False,bsdz/yabte
Trading Strategy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,207,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,3055,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-05,59,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-08-19,42,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,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,170,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
+StrateQueue,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,171,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
PythonTradingFramework,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-23,27,https://github.com/JustinGuese/python_tradingbot_framework,"Python algorithmic trading bot framework for Kubernetes: backtesting, hyperparameter optimization, 150+ technical analysis indicators (RSI, MACD, Bollinger Bands, ADX), portfolio management, PostgreSQL integration, Helm deployment, CronJob scheduling. Minimal overhead, production-ready, Yahoo Finance data.",True,False,False,False,JustinGuese/python_tradingbot_framework
QTradeX-AI-Agents,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-25,16,https://github.com/squidKid-deluxe/QTradeX-AI-Agents,Example strategies for the QTradeX platfrom.,True,False,False,False,squidKid-deluxe/QTradeX-AI-Agents
QTradeX-Algo-Trading-SDK,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,60,https://github.com/squidKid-deluxe/QTradeX-Algo-Trading-SDK,"AI-powered SDK featuring algorithmic trading, backtesting, deployment on 100+ exchanges, and multiple optimization engines.",True,False,False,False,squidKid-deluxe/QTradeX-Algo-Trading-SDK
@@ -145,37 +145,37 @@ universal-portfolios,Python,Risk Analysis,Risk Analysis,risk-analysis,2025-09-11
FinQuant,Python,Risk Analysis,Risk Analysis,risk-analysis,2023-09-03,1732,https://github.com/fmilthaler/FinQuant,"A program for financial portfolio management, analysis and optimization.",True,False,False,False,fmilthaler/FinQuant
Empyrial,Python,Risk Analysis,Risk Analysis,risk-analysis,2025-09-14,1053,https://github.com/ssantoshp/Empyrial,Portfolio's risk and performance analytics and returns predictions.,True,False,False,False,ssantoshp/Empyrial
risktools,Python,Risk Analysis,Risk Analysis,risk-analysis,2024-12-07,39,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,Risk Analysis,Risk Analysis,risk-analysis,2026-03-08,3827,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,Risk Analysis,Risk Analysis,risk-analysis,2026-03-08,3828,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,Risk Analysis,Risk Analysis,risk-analysis,2025-07-29,101,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,Risk Analysis,Risk Analysis,risk-analysis,2025-06-02,579,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
fortitudo.tech,Python,Risk Analysis,Risk Analysis,risk-analysis,2026-02-19,289,https://github.com/fortitudo-tech/fortitudo.tech,Conditional Value-at-Risk (CVaR) portfolio optimization and Entropy Pooling views / stress-testing in Python.,True,False,False,False,fortitudo-tech/fortitudo.tech
quantitative-finance-tools,Python,Risk Analysis,Risk Analysis,risk-analysis,2025-12-13,4,https://github.com/omichauhan-lgtm/quantitative-finance-tools,Library for portfolio optimization (MVO) and rigorous risk metrics (VaR/CVaR).,True,False,False,False,omichauhan-lgtm/quantitative-finance-tools
curistat,Python,Risk Analysis,Risk Analysis,risk-analysis,,0,https://github.com/moxiespirit/MyClone/tree/main/volatility_platform,"Futures volatility forecasting platform for ES/NQ. Proprietary CVN rating (1-10), regime detection (CRC composite), 8 directional signals, economic event impact analytics. Includes MCP server for AI agent integration.",True,False,False,False,
Prop Trader Compass,Python,Risk Analysis,Risk Analysis,risk-analysis,,0,https://otto-ships.github.io/prop-trader-compass/,Interactive risk and payout calculator for Futures and CFD traders; features one-time fee firm comparisons.,False,False,False,False,
-alphalens,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4188,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
-alphalens-reloaded,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-06-02,558,https://github.com/stefan-jansen/alphalens-reloaded,Performance analysis of predictive (alpha) stock factors.,True,False,False,False,stefan-jansen/alphalens-reloaded
+alphalens,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4189,https://github.com/quantopian/alphalens,Performance analysis of predictive alpha factors.,True,False,False,False,quantopian/alphalens
+alphalens-reloaded,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-06-02,559,https://github.com/stefan-jansen/alphalens-reloaded,Performance analysis of predictive (alpha) stock factors.,True,False,False,False,stefan-jansen/alphalens-reloaded
Spectre,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-04-15,784,https://github.com/Heerozh/spectre,GPU-accelerated Factors analysis library and Backtester,True,False,False,False,Heerozh/spectre
quant-lab-alpha,Python,Factor Analysis,Factor Analysis,factor-analysis,2026-03-15,27,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
Asset News Sentiment Analyzer,Python,Sentiment Analysis,Sentiment Analysis,sentiment-analysis,2024-07-27,193,https://github.com/KVignesh122/AssetNewsSentimentAnalyzer,Sentiment analysis and report generation package for financial assets and securities utilizing GPT models.,True,False,False,False,KVignesh122/AssetNewsSentimentAnalyzer
Social Stock Sentiment API,Python,Sentiment Analysis,Sentiment Analysis,sentiment-analysis,,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,
Jupyter Quant,Python,Quant Research Environment,Quant Research Environment,quant-research-environment,2024-06-14,19,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
-ARCH,Python,Time Series,Time Series,time-series,2026-03-09,1496,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
-statsmodels,Python,Time Series,Time Series,time-series,2026-03-19,11310,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
+ARCH,Python,Time Series,Time Series,time-series,2026-03-09,1498,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
+statsmodels,Python,Time Series,Time Series,time-series,2026-03-19,11313,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,Time Series,Time Series,time-series,2016-11-02,87,https://github.com/quantmind/dynts,Python package for timeseries analysis and manipulation.,True,False,False,False,quantmind/dynts
PyFlux,Python,Time Series,Time Series,time-series,2018-12-16,2141,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,Time Series,Time Series,time-series,2025-11-15,9156,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
-Facebook Prophet,Python,Time Series,Time Series,time-series,2026-02-02,20091,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,Time Series,Time Series,time-series,2025-11-15,9157,https://github.com/blue-yonder/tsfresh,Automatic extraction of relevant features from time series.,True,False,False,False,blue-yonder/tsfresh
+Facebook Prophet,Python,Time Series,Time Series,time-series,2026-02-02,20092,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,Time Series,Time Series,time-series,2023-11-23,769,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,Time Series,Time Series,time-series,2025-11-17,1717,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,Time Series,Time Series,time-series,2026-03-17,5146,https://github.com/awslabs/gluon-ts,vProbabilistic time series modeling in Python.,True,False,False,False,awslabs/gluon-ts
-OmniOracle,Python,Time Series,Time Series,time-series,2026-03-22,2,https://github.com/cesabici-bit/omni-oracle,"Automatic discovery of non-trivial statistical relationships across 500+ time series from FRED, World Bank, EIA, and NOAA using mutual information screening, Granger causality, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle
+OmniOracle,Python,Time Series,Time Series,time-series,2026-03-23,3,https://github.com/cesabici-bit/omni-oracle,"Automatic discovery of non-trivial statistical relationships across 500+ time series from FRED, World Bank, EIA, and NOAA using mutual information screening, Granger causality, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle
functime,Python,Time Series,Time Series,time-series,2024-06-15,1168,https://github.com/functime-org/functime,Time-series machine learning at scale. Built with Polars for embarrassingly parallel feature extraction and forecasts on panel data.,True,False,False,False,functime-org/functime
exchange_calendars,Python,Calendars,Calendars,calendars,2026-01-19,609,https://github.com/gerrymanoim/exchange_calendars,Stock Exchange Trading Calendars.,True,False,False,False,gerrymanoim/exchange_calendars
bizdays,Python,Calendars,Calendars,calendars,2026-03-08,89,https://github.com/wilsonfreitas/python-bizdays,Business days calculations and utilities.,True,False,False,False,wilsonfreitas/python-bizdays
pandas_market_calendars,Python,Calendars,Calendars,calendars,2026-03-12,959,https://github.com/rsheftel/pandas_market_calendars,Exchange calendars to use with pandas for trading applications.,True,False,False,False,rsheftel/pandas_market_calendars
Polymarket Scanner API,Python,Data Sources,Data Sources,data-sources,2026-03-14,1,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
-yfinance,Python,Data Sources,Data Sources,data-sources,2026-03-19,22281,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,False,False,ranaroussi/yfinance
-defeatbeta-api,Python,Data Sources,Data Sources,data-sources,2026-03-19,520,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
+yfinance,Python,Data Sources,Data Sources,data-sources,2026-03-19,22296,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader),True,False,False,False,ranaroussi/yfinance
+defeatbeta-api,Python,Data Sources,Data Sources,data-sources,2026-03-19,524,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
findatapy,Python,Data Sources,Data Sources,data-sources,2026-03-20,2009,https://github.com/cuemacro/findatapy,"Python library to download market data via Bloomberg, Quandl, Yahoo etc.",True,False,False,False,cuemacro/findatapy
googlefinance,Python,Data Sources,Data Sources,data-sources,2018-09-23,818,https://github.com/hongtaocai/googlefinance,Python module to get real-time stock data from Google Finance API.,True,False,False,False,hongtaocai/googlefinance
yahoo-finance,Python,Data Sources,Data Sources,data-sources,2021-12-15,1430,https://github.com/lukaszbanasiak/yahoo-finance,Python module to get stock data from Yahoo! Finance.,True,False,False,False,lukaszbanasiak/yahoo-finance
@@ -185,7 +185,7 @@ pyhoofinance,Python,Data Sources,Data Sources,data-sources,2016-10-07,9,https://
yfinanceapi,Python,Data Sources,Data Sources,data-sources,2020-05-26,9,https://github.com/Karthik005/yfinanceapi,Finance API for Python.,True,False,False,False,Karthik005/yfinanceapi
yql-finance,Python,Data Sources,Data Sources,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,Data Sources,Data Sources,data-sources,2017-03-10,537,https://github.com/cgoldberg/ystockquote,Retrieve stock quote data from Yahoo Finance.,True,False,False,False,cgoldberg/ystockquote
-wallstreet,Python,Data Sources,Data Sources,data-sources,2024-03-09,1625,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
+wallstreet,Python,Data Sources,Data Sources,data-sources,2024-03-09,1626,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
stock_extractor,Python,Data Sources,Data Sources,data-sources,2016-09-10,51,https://github.com/ZachLiuGIS/stock_extractor,General Purpose Stock Extractors from Online Resources.,True,False,False,False,ZachLiuGIS/stock_extractor
Stockex,Python,Data Sources,Data Sources,data-sources,2021-09-15,33,https://github.com/cttn/Stockex,Python wrapper for Yahoo! Finance API.,True,False,False,False,cttn/Stockex
SwapAPI,Python,Data Sources,Data Sources,data-sources,2026-03-17,0,https://swapapi.dev,Free DEX aggregator API returning executable swap calldata across 46 EVM chains. No API key required. [GitHub](https://github.com/swap-api/swap-api),True,False,False,False,swap-api/swap-api
@@ -209,18 +209,18 @@ after-hours,Python,Data Sources,Data Sources,data-sources,2020-06-22,38,https://
bronto-python,Python,Data Sources,Data Sources,data-sources,2015-02-27,0,https://pypi.org/project/bronto-python/,Bronto API Integration for Python. [GitHub](https://github.com/Scotts-Marketplace/bronto-python),True,False,True,False,Scotts-Marketplace/bronto-python
pytdx,Python,Data Sources,Data Sources,data-sources,2020-04-15,1506,https://github.com/rainx/pytdx,Python Interface for retrieving chinese stock realtime quote data from TongDaXin Nodes.,True,False,False,False,rainx/pytdx
pdblp,Python,Data Sources,Data Sources,data-sources,2024-12-14,255,https://github.com/matthewgilbert/pdblp,A simple interface to integrate pandas and the Bloomberg Open API.,True,False,False,False,matthewgilbert/pdblp
-tiingo,Python,Data Sources,Data Sources,data-sources,2025-06-22,303,https://github.com/hydrosquall/tiingo-python,"Python interface for daily composite prices/OHLC/Volume + Real-time News Feeds, powered by the Tiingo Data Platform.",True,False,False,False,hydrosquall/tiingo-python
+tiingo,Python,Data Sources,Data Sources,data-sources,2025-06-22,304,https://github.com/hydrosquall/tiingo-python,"Python interface for daily composite prices/OHLC/Volume + Real-time News Feeds, powered by the Tiingo Data Platform.",True,False,False,False,hydrosquall/tiingo-python
iexfinance,Python,Data Sources,Data Sources,data-sources,2021-01-02,650,https://github.com/addisonlynch/iexfinance,Python Interface for retrieving real-time and historical prices and equities data from The Investor's Exchange.,True,False,False,False,addisonlynch/iexfinance
pyEX,Python,Data Sources,Data Sources,data-sources,2024-02-05,409,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,Data Sources,Data Sources,data-sources,2024-01-12,1861,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,Data Sources,Data Sources,data-sources,2026-02-20,0,https://pypi.org/project/MetaTrader5/,API Connector to MetaTrader 5 Terminal. (Last updated: 2026-02-20),False,False,True,False,
-akshare,Python,Data Sources,Data Sources,data-sources,2026-03-23,17614,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! ",True,False,False,False,jindaxiang/akshare
+akshare,Python,Data Sources,Data Sources,data-sources,2026-03-23,17627,https://github.com/jindaxiang/akshare,"AkShare is an elegant and simple financial data interface library for Python, built for human beings! ",True,False,False,False,jindaxiang/akshare
yahooquery,Python,Data Sources,Data Sources,data-sources,2025-05-15,900,https://github.com/dpguthrie/yahooquery,Python interface for retrieving data through unofficial Yahoo Finance API.,True,False,False,False,dpguthrie/yahooquery
investpy,Python,Data Sources,Data Sources,data-sources,2022-10-02,1811,https://github.com/alvarobartt/investpy,Financial Data Extraction from Investing.com with Python! ,True,False,False,False,alvarobartt/investpy
yliveticker,Python,Data Sources,Data Sources,data-sources,2021-04-29,163,https://github.com/yahoofinancelive/yliveticker,Live stream of market data from Yahoo Finance websocket.,True,False,False,False,yahoofinancelive/yliveticker
bbgbridge,Python,Data Sources,Data Sources,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,Data Sources,Data Sources,data-sources,2026-03-05,1362,https://github.com/polygon-io/client-python,A python library for Polygon.io financial data APIs.,True,False,False,False,polygon-io/client-python
-alpha_vantage,Python,Data Sources,Data Sources,data-sources,2026-03-03,4743,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,Data Sources,Data Sources,data-sources,2026-03-03,4744,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,Data Sources,Data Sources,data-sources,2026-03-18,0,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,Data Sources,Data Sources,data-sources,2026-03-11,1442,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,Data Sources,Data Sources,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
@@ -233,15 +233,15 @@ tessa,Python,Data Sources,Data Sources,data-sources,2026-01-16,53,https://github
pandaSDMX,Python,Data Sources,Data Sources,data-sources,2023-02-25,133,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,Data Sources,Data Sources,data-sources,2022-06-18,64,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,Data Sources,Data Sources,data-sources,2026-03-22,525,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,Data Sources,Data Sources,data-sources,2026-03-22,7251,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
+FinanceDatabase,Python,Data Sources,Data Sources,data-sources,2026-03-22,7252,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
Trading Strategy,Python,Data Sources,Data Sources,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,Data Sources,Data Sources,data-sources,2026-03-19,519,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,Data Sources,Data Sources,data-sources,2025-12-27,4,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,Data Sources,Data Sources,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,Data Sources,Data Sources,data-sources,,0,https://nikhilxsunder.github.io/edgar-sec/,EDGAR Financial data API with preprocessed dataclass outputs.,False,False,False,False,
-edgartools,Python,Data Sources,Data Sources,data-sources,2026-03-20,1883,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,Data Sources,Data Sources,data-sources,2026-03-20,1891,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
FXMacroData,Python,Data Sources,Data Sources,data-sources,2026-01-17,3,https://fxmacrodata.com/,Real-time forex macroeconomic API for all major currency pairs sourced from central bank announcements. [GitHub](https://github.com/fxmacrodata/fxmacrodata),True,False,False,False,fxmacrodata/fxmacrodata
-wallstreet,Python,Data Sources,Data Sources,data-sources,2024-03-09,1625,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
+wallstreet,Python,Data Sources,Data Sources,data-sources,2024-03-09,1626,https://github.com/mcdallas/wallstreet,Real time stock and option data.,True,False,False,False,mcdallas/wallstreet
xlwings,Python,Excel Integration,Excel Integration,excel-integration,2026-03-22,3325,https://www.xlwings.org/,Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings),True,False,False,False,xlwings/xlwings
openpyxl,Python,Excel Integration,Excel Integration,excel-integration,,0,https://openpyxl.readthedocs.io/en/latest/,Read/Write Excel 2007 xlsx/xlsm files.,False,False,False,False,
xlrd,Python,Excel Integration,Excel Integration,excel-integration,2025-06-14,2203,https://github.com/python-excel/xlrd,Library for developers to extract data from Microsoft Excel spreadsheet files.,True,False,False,False,python-excel/xlrd
@@ -250,10 +250,10 @@ xlwt,Python,Excel Integration,Excel Integration,excel-integration,2018-09-16,104
xlloop,Python,Excel Integration,Excel Integration,excel-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,Excel Integration,Excel Integration,excel-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,Excel Integration,Excel Integration,excel-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,
-D-Tale,Python,Visualization,Visualization,visualization,2026-03-03,5078,https://github.com/man-group/dtale,Visualizer for pandas dataframes and xarray datasets.,True,False,False,False,man-group/dtale
+D-Tale,Python,Visualization,Visualization,visualization,2026-03-03,5079,https://github.com/man-group/dtale,Visualizer for pandas dataframes and xarray datasets.,True,False,False,False,man-group/dtale
mplfinance,Python,Visualization,Visualization,visualization,2024-04-02,4324,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,False,False,matplotlib/mplfinance
finplot,Python,Visualization,Visualization,visualization,2026-02-27,1128,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,False,False,highfestiva/finplot
-finvizfinance,Python,Visualization,Visualization,visualization,2026-01-03,1275,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
+finvizfinance,Python,Visualization,Visualization,visualization,2026-01-03,1276,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
market-analy,Python,Visualization,Visualization,visualization,2026-03-05,75,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,Visualization,Visualization,visualization,2026-03-22,522,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
xts,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-02-27,222,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
@@ -316,7 +316,7 @@ blotter,R,Trading,Trading,trading,2024-12-13,118,https://github.com/braverock/bl
quantstrat,R,Backtesting,Backtesting,backtesting,2023-09-14,301,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
PerformanceAnalytics,R,Risk Analysis,Risk Analysis,risk-analysis,2026-03-05,235,https://github.com/braverock/PerformanceAnalytics,Econometric tools for performance and risk analysis.,True,False,False,False,braverock/PerformanceAnalytics
FactorAnalytics,R,Factor Analysis,Factor Analysis,factor-analysis,2024-12-12,85,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
-Expected Returns,R,Factor Analysis,Factor Analysis,factor-analysis,2025-08-12,56,https://github.com/JustinMShea/ExpectedReturns,"Solutions for enhancing portfolio diversification and replications of seminal papers with R, most of which are discussed in one of the best investment references of the recent decade, Expected Returns: An Investors Guide to Harvesting Market Rewards by Antti Ilmanen.",True,False,False,False,JustinMShea/ExpectedReturns
+Expected Returns,R,Factor Analysis,Factor Analysis,factor-analysis,2025-08-12,57,https://github.com/JustinMShea/ExpectedReturns,"Solutions for enhancing portfolio diversification and replications of seminal papers with R, most of which are discussed in one of the best investment references of the recent decade, Expected Returns: An Investors Guide to Harvesting Market Rewards by Antti Ilmanen.",True,False,False,False,JustinMShea/ExpectedReturns
tseries,R,Time Series,Time Series,time-series,2026-02-18,0,https://cran.r-project.org/web/packages/tseries/index.html,Time Series Analysis and Computational Finance.,False,True,False,False,
fGarch,R,Time Series,Time Series,time-series,2025-12-12,0,https://cran.r-project.org/web/packages/fGarch/index.html,Rmetrics - Autoregressive Conditional Heteroskedastic Modelling.,False,True,False,False,
timeSeries,R,Time Series,Time Series,time-series,2025-12-12,0,https://cran.r-project.org/web/packages/timeSeries/index.html,Rmetrics - Financial Time Series Objects.,False,True,False,False,
@@ -330,13 +330,13 @@ matrixprofile,R,Time Series,Time Series,time-series,2022-11-25,387,https://githu
garchmodels,R,Time Series,Time Series,time-series,2022-08-11,35,https://github.com/AlbertoAlmuinha/garchmodels,A parsnip backend for GARCH models.,True,False,False,False,AlbertoAlmuinha/garchmodels
timeDate,R,Calendars,Calendars,calendars,2026-01-28,0,https://cran.r-project.org/web/packages/timeDate/index.html,Chronological and Calendar Objects,False,True,False,False,
bizdays,R,Calendars,Calendars,calendars,2025-01-08,57,https://github.com/wilsonfreitas/R-bizdays,Business days calculations and utilities,True,False,False,False,wilsonfreitas/R-bizdays
-RunMat,Matlab,Alternatives,Alternatives,alternatives,2026-03-20,194,https://runmat.org,"High performance, Open Source, MATLAB syntax runtime. [GitHub](https://github.com/runmat-org/runmat)",True,False,False,False,runmat-org/runmat
-QUANTAXIS,Matlab,FrameWorks,FrameWorks,frameworks,2026-02-28,10142,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
+RunMat,Matlab,Alternatives,Alternatives,alternatives,2026-03-23,194,https://runmat.org,"High performance, Open Source, MATLAB syntax runtime. [GitHub](https://github.com/runmat-org/runmat)",True,False,False,False,runmat-org/runmat
+QUANTAXIS,Matlab,FrameWorks,FrameWorks,frameworks,2026-02-28,10146,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
PROJ_Option_Pricing_Matlab,Matlab,FrameWorks,FrameWorks,frameworks,2024-11-19,208,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
CcyConv.jl,Julia,,,julia,2025-10-14,25,https://github.com/bhftbootcamp/CcyConv.jl,Currency conversion library for Julia,True,False,False,False,bhftbootcamp/CcyConv.jl
CryptoExchangeAPIs.jl,Julia,,,julia,2025-11-27,30,https://github.com/bhftbootcamp/CryptoExchangeAPIs.jl,A Julia library for cryptocurrency exchange APIs,True,False,False,False,bhftbootcamp/CryptoExchangeAPIs.jl
Fastback.jl,Julia,,,julia,2026-03-23,19,https://github.com/rbeeli/Fastback.jl,Blazing fast Julia backtester.,True,False,False,False,rbeeli/Fastback.jl
-Lucky.jl,Julia,,,julia,2026-03-09,26,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl
+Lucky.jl,Julia,,,julia,2026-03-23,26,https://github.com/oliviermilla/Lucky.jl,"Modular, asynchronous trading engine in pure Julia.",True,False,False,False,oliviermilla/Lucky.jl
QuantLib.jl,Julia,,,julia,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Quantlib implementation in pure Julia.,True,False,False,False,pazzo83/QuantLib.jl
Ito.jl,Julia,,,julia,2017-03-21,39,https://github.com/aviks/Ito.jl,A Julia package for quantitative finance.,True,False,False,False,aviks/Ito.jl
LightweightCharts.jl,Julia,,,julia,2026-01-20,48,https://github.com/bhftbootcamp/LightweightCharts.jl,Julia wrapper for Lightweight Charts™ by TradingView.,True,False,False,False,bhftbootcamp/LightweightCharts.jl
@@ -365,16 +365,16 @@ DRIP,Java,,,java,,0,https://lakshmidrip.github.io/DRIP,"Fixed Income, Asset Allo
ta4j,Java,,,java,2026-03-15,2395,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j
finance.js,JavaScript,,,javascript,2018-10-11,1266,https://github.com/ebradyjobory/finance.js,A JavaScript library for common financial calculations.,True,False,False,False,ebradyjobory/finance.js
portfolio-allocation,JavaScript,,,javascript,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,2026-03-22,7985,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,2026-03-23,7989,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
IndicatorTS,JavaScript,,,javascript,2025-02-26,429,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
chart-patterns,JavaScript,,,javascript,error,0,https://github.com/focus1691/chart-patterns,"Technical analysis library for Market Profile, Volume Profile, Stacked Imbalances and High Volume Node indicators.",True,False,False,False,focus1691/chart-patterns
orderflow,JavaScript,,,javascript,2025-03-31,65,https://github.com/focus1691/orderflow,Orderflow trade aggregator for building Footprint Candles from exchange websocket data.,True,False,False,False,focus1691/orderflow
-ccxt,JavaScript,,,javascript,2026-03-23,41475,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,2026-03-23,41481,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
SimpleFunctions,JavaScript,,,javascript,2026-03-21,1,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
PENDAX,JavaScript,,,javascript,2024-05-09,48,https://github.com/CompendiumFi/PENDAX-SDK,"Javascript SDK for Trading/Data API and Websockets for FTX, FTXUS, OKX, Bybit, & More.",True,False,False,False,CompendiumFi/PENDAX-SDK
PreReason,JavaScript,,,javascript,2026-03-22,0,https://github.com/PreReason/mcp,"Pre-analyzed Bitcoin and macro market briefings for AI agents. 17 contexts with trend signals, confidence scores, and regime classification via REST API and MCP.",True,False,False,False,PreReason/mcp
-pmxt,JavaScript,,,javascript,2026-03-23,1146,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
-pmxt,JavaScript,,,javascript,2026-03-23,1146,https://github.com/qoery-com/pmxt,A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.,True,False,False,False,qoery-com/pmxt
+pmxt,JavaScript,,,javascript,2026-03-23,1150,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
+pmxt,JavaScript,,,javascript,2026-03-23,1150,https://github.com/qoery-com/pmxt,A unified API for accessing prediction market data across multiple exchanges. CCXT for prediction markets.,True,False,False,False,qoery-com/pmxt
rebalance,JavaScript,,,javascript,2026-03-01,2,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
QUANTAXIS_Webkit,JavaScript,Data Visualization,Data Visualization,data-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
quantfin,Haskell,,,haskell,2019-04-06,139,https://github.com/boundedvariation/quantfin,quant finance in pure haskell.,True,False,False,False,boundedvariation/quantfin
@@ -389,7 +389,7 @@ Prop,Elixir/Erlang,,,elixir-erlang,2022-06-06,55,https://github.com/fremantle-in
Kelp,Golang,,,golang,2021-11-26,1122,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
marketstore,Golang,,,golang,error,0,https://github.com/alpacahq/marketstore,DataFrame Server for Financial Timeseries Data.,True,False,False,False,alpacahq/marketstore
IndicatorGo,Golang,,,golang,2026-03-02,828,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
-QuantLib,CPP,,,cpp,2026-03-23,6893,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
+QuantLib,CPP,,,cpp,2026-03-23,6896,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
QuantLibRisks,CPP,,,cpp,2026-02-06,38,https://github.com/auto-differentiation/QuantLib-Risks-Cpp,Fast risks with QuantLib in C++,True,False,False,False,auto-differentiation/QuantLib-Risks-Cpp
XAD,CPP,,,cpp,2026-02-06,411,https://github.com/auto-differentiation/xad,Automatic Differentation (AAD) Library,True,False,False,False,auto-differentiation/xad
TradeFrame,CPP,,,cpp,2026-03-05,651,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
@@ -397,43 +397,43 @@ Hikyuu,CPP,,,cpp,2026-03-23,3055,https://github.com/fasiondog/hikyuu,"A base on
OrderMatchingEngine,CPP,,,cpp,2026-01-11,128,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,2025-07-29,1365,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic",True,False,False,False,pegasusTrader/PandoraTrader
NexusFix,CPP,,,cpp,2026-03-22,11,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
-QuantLib,Frameworks,,,frameworks,2026-03-23,6893,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
+QuantLib,Frameworks,,,frameworks,2026-03-23,6896,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,Frameworks,,,frameworks,2016-02-26,152,https://github.com/frgomes/jquantlib,Java port.,True,False,False,False,frgomes/jquantlib
RQuantLib,Frameworks,,,frameworks,2026-03-09,131,https://github.com/eddelbuettel/rquantlib,R port.,True,False,False,False,eddelbuettel/rquantlib
QuantLibAddin,Frameworks,,,frameworks,,0,https://www.quantlib.org/quantlibaddin/,Excel support.,False,False,False,False,
QuantLibXL,Frameworks,,,frameworks,,0,https://www.quantlib.org/quantlibxl/,Excel support.,False,False,False,False,
QLNet,Frameworks,,,frameworks,2026-03-10,422,https://github.com/amaggiulli/qlnet,.Net port.,True,False,False,False,amaggiulli/qlnet
-PyQL,Frameworks,,,frameworks,2025-08-20,1261,https://github.com/enthought/pyql,Python port.,True,False,False,False,enthought/pyql
+PyQL,Frameworks,,,frameworks,2025-08-20,1262,https://github.com/enthought/pyql,Python port.,True,False,False,False,enthought/pyql
QuantLib.jl,Frameworks,,,frameworks,2020-02-18,143,https://github.com/pazzo83/QuantLib.jl,Julia port.,True,False,False,False,pazzo83/QuantLib.jl
QuantLib-Python Documentation,Frameworks,,,frameworks,,0,https://quantlib-python-docs.readthedocs.io/,Documentation for the Python bindings for the QuantLib library,False,False,False,False,
TA-Lib,Frameworks,,,frameworks,2025-10-19,1505,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
-QuantConnect,CSharp,,,csharp,2026-03-14,18023,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,2026-03-21,9304,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,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
+QuantConnect,CSharp,,,csharp,2026-03-14,18033,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,2026-03-21,9306,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,2023-03-10,57,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
QuantMath,Rust,,,rust,2020-05-28,402,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk,True,False,False,False,MarcusRainbow/QuantMath
-Barter,Rust,,,rust,2026-03-05,2027,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,2026-02-05,77,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs
+Barter,Rust,,,rust,2026-03-05,2030,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,2026-03-23,77,https://github.com/MathisWellmann/lfest-rs,Simulated perpetual futures exchange to trade your strategy against.,True,False,False,False,MathisWellmann/lfest-rs
TradeAggregation,Rust,,,rust,2026-02-05,115,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
-OpenFinClaw,Rust,,,rust,2026-03-23,121,https://github.com/cryptoSUN2049/openFinclaw,"AI-native one-person hedge fund platform with Rust trading engine. Natural language → strategy → backtest → execution in 60s. Multi-market (US/HK/CN/Crypto), self-evolving strategy pipeline. Built on OpenClaw (68K+ stars).",True,False,False,False,cryptoSUN2049/openFinclaw
+OpenFinClaw,Rust,,,rust,2026-03-24,122,https://github.com/cryptoSUN2049/openFinclaw,"AI-native one-person hedge fund platform with Rust trading engine. Natural language → strategy → backtest → execution in 60s. Multi-market (US/HK/CN/Crypto), self-evolving strategy pipeline. Built on OpenClaw (68K+ stars).",True,False,False,False,cryptoSUN2049/openFinclaw
SlidingFeatures,Rust,,,rust,2026-02-18,73,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
-RustQuant,Rust,,,rust,2026-01-14,1683,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
+RustQuant,Rust,,,rust,2026-01-14,1684,https://github.com/avhz/RustQuant,Quantitative finance library written in Rust.,True,False,False,False,avhz/RustQuant
fin-primitives,Rust,,,rust,2026-03-23,4,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
fin-stream,Rust,,,rust,2026-03-23,2,https://github.com/Mattbusel/fin-stream,"Real-time market data streaming in Rust: lock-free SPSC ring buffer, 100K+ ticks/second ingestion, multi-timeframe OHLCV construction, and Lorentz transforms on financial time series.",True,False,False,False,Mattbusel/fin-stream
Special-Relativity-in-Financial-Modeling,Rust,,,rust,2026-03-23,4,https://github.com/Mattbusel/Special-Relativity-in-Financial-Modeling,"C++20 implementation of special-relativistic geometry applied to OHLCV data: Lorentz factors, spacetime intervals, Christoffel symbols, and geodesic deviation signals from live market data. DOI: 10.5281/zenodo.18639919",True,False,False,False,Mattbusel/Special-Relativity-in-Financial-Modeling
finalytics,Rust,,,rust,2026-02-17,67,https://github.com/Nnamdi-sys/finalytics,A rust library for financial data analysis.,True,False,False,False,Nnamdi-sys/finalytics
-RunMat,Rust,,,rust,2026-03-20,194,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
+RunMat,Rust,,,rust,2026-03-23,194,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
Auto-Differentiation Website,"Reproducing Works, Training & Books",,,reproducing-works-training-books,,0,https://auto-differentiation.github.io/,Background and resources on Automatic Differentiation (AD) / Adjoint Algorithmic Differentitation (AAD).,False,False,False,False,
Derman Papers,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2017-10-21,507,https://github.com/MarcosCarreira/DermanPapers,Notebooks that replicate original quantitative finance papers from Emanuel Derman.,True,False,False,False,MarcosCarreira/DermanPapers
volatility-trading,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-10-21,1881,https://github.com/jasonstrimpel/volatility-trading,A complete set of volatility estimators based on Euan Sinclair's Volatility Trading.,True,False,False,False,jasonstrimpel/volatility-trading
-quant,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2015-07-14,407,https://github.com/paulperry/quant,"Quantitative Finance and Algorithmic Trading exhaust; mostly ipython notebooks based on Quantopian, Zipline, or Pandas.",True,False,False,False,paulperry/quant
+quant,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2015-07-14,408,https://github.com/paulperry/quant,"Quantitative Finance and Algorithmic Trading exhaust; mostly ipython notebooks based on Quantopian, Zipline, or Pandas.",True,False,False,False,paulperry/quant
fecon235,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2018-12-03,1255,https://github.com/rsvp/fecon235,Open source project for software tools in financial economics. Many jupyter notebook to verify theoretical ideas and practical methods interactively.,True,False,False,False,rsvp/fecon235
-Quantitative-Notebooks,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2020-07-02,1315,https://github.com/LongOnly/Quantitative-Notebooks,"Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy",True,False,False,False,LongOnly/Quantitative-Notebooks
+Quantitative-Notebooks,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2020-07-02,1318,https://github.com/LongOnly/Quantitative-Notebooks,"Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy",True,False,False,False,LongOnly/Quantitative-Notebooks
QuantEcon,"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,2021-05-25,782,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,2025-05-13,828,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,2023-11-27,12863,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,2025-05-04,1985,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,2021-06-01,3266,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
+Stock_Analysis_For_Quant,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-05-04,1986,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,2021-06-01,3267,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,2024-09-22,2138,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,2025-09-02,605,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,2026-02-28,175,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
@@ -452,13 +452,13 @@ rough_bergomi,"Reproducing Works, Training & Books",,,reproducing-works-training
frh-fx,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2018-05-24,13,https://github.com/ryanmccrickerd/frh-fx,A python implementation of the fast-reversion Heston model of Mechkov for FX purposes.,True,False,False,False,ryanmccrickerd/frh-fx
Value Investing Studies,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-10-26,92,https://github.com/euclidjda/value-investing-studies,A collection of data analysis studies that examine the performance and characteristics of value investing over long periods of time.,True,False,False,False,euclidjda/value-investing-studies
Machine Learning Asset Management,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-12-17,1735,https://github.com/firmai/machine-learning-asset-management,Machine Learning in Asset Management (by @firmai).,True,False,False,False,firmai/machine-learning-asset-management
-Deep Learning Machine Learning Stock,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-03-01,1723,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.,True,False,False,False,LastAncientOne/Deep-Learning-Machine-Learning-Stock
+Deep Learning Machine Learning Stock,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-03-01,1724,https://github.com/LastAncientOne/Deep-Learning-Machine-Learning-Stock,Deep Learning and Machine Learning stocks represent a promising long-term or short-term opportunity for investors and traders.,True,False,False,False,LastAncientOne/Deep-Learning-Machine-Learning-Stock
Technical Analysis and Feature Engineering,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-02-16,198,https://github.com/jo-cho/Technical_Analysis_and_Feature_Engineering,Feature Engineering and Feature Importance of Machine Learning in Financial Market.,True,False,False,False,jo-cho/Technical_Analysis_and_Feature_Engineering
Differential Machine Learning and Axes that matter by Brian Huge and Antoine Savine,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2022-10-05,148,https://github.com/differential-machine-learning/notebooks,"Implement, demonstrate, reproduce and extend the results of the Risk articles 'Differential Machine Learning' (2020) and 'PCA with a Difference' (2021) by Huge and Savine, and cover implementation details left out from the papers.",True,False,False,False,differential-machine-learning/notebooks
systematictradingexamples,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2020-07-22,461,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,2018-02-21,259,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,2020-06-13,2527,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,2023-01-18,1815,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
+ML_Finance_Codes,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2020-06-13,2528,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,2023-01-18,1816,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,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,2024-04-06,20,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,2026-01-15,168,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
@@ -466,11 +466,11 @@ QuantFinanceTraining,"Reproducing Works, Training & Books",,,reproducing-works-t
Statistical-Learning-based-Portfolio-Optimization,"Reproducing Works, Training & Books",,,reproducing-works-training-books,error,0,https://github.com/YannickKae/Statistical-Learning-based-Portfolio-Optimization,"This R Shiny App utilizes the Hierarchical Equal Risk Contribution (HERC) approach, a modern portfolio optimization method developed by Raffinot (2018).",True,False,False,False,YannickKae/Statistical-Learning-based-Portfolio-Optimization
book_irds3,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2022-10-29,114,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,2025-08-17,140,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,2025-05-12,3711,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,2025-05-12,3713,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,2022-07-11,45,https://github.com/ram-ki/101_formulaic_alphas,Implementation of [101 formulaic alphas](https://arxiv.org/ftp/arxiv/papers/1601/1601.00991.pdf) using qstrader.,True,False,False,False,ram-ki/101_formulaic_alphas
Tidy Finance,"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,2025-09-06,71,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,2024-09-05,811,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,2024-09-05,812,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,2026-02-10,28,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,2025-02-17,25,https://portfoliooptimizationbook.com/,Prof. Daniel Palomar's Portfolio Optimization Book. [GitHub](https://github.com/dppalomar/pob),True,False,False,False,dppalomar/pob
Chartscout,Commercial & Proprietary Services,,,commercial-proprietary-services,,0,https://chartscout.io,Real-time cryptocurrency chart pattern detection with automated alerts across multiple exchanges.,False,False,False,True,
@@ -495,5 +495,5 @@ ValueRay,Commercial & Proprietary Services,,,commercial-proprietary-services,,0,
VertData,Commercial & Proprietary Services,,,commercial-proprietary-services,,0,https://vertdata.com,"Institutional-grade financial intelligence platform. Track 43K+ congressional trades (STOCK Act), SEC insider Form 4 filings, 25 superinvestor 13F portfolios, CFTC futures positioning, ARK ETF holdings, and short interest — all scored by AI for signal strength.",False,False,False,True,
KeepRule,Commercial & Proprietary Services,,,commercial-proprietary-services,,0,https://keeprule.com/,"Curated library of decision-making principles and investment wisdom from masters like Buffett and Munger, featuring mental models for better investment thinking.",False,False,False,True,
ML-Quant,Commercial & Proprietary Services,,,commercial-proprietary-services,,0,https://www.ml-quant.com/,"Top Quant resources like ArXiv (sanity), SSRN, RePec, Journals, Podcasts, Videos, and Blogs.",False,False,False,True,
-awesome-sec-filings,Related Lists,,,related-lists,2026-02-14,9,https://github.com/vibeyclaw/awesome-sec-filings,"A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).",True,False,False,False,vibeyclaw/awesome-sec-filings
+awesome-sec-filings,Related Lists,,,related-lists,2026-02-14,10,https://github.com/vibeyclaw/awesome-sec-filings,"A curated list of tools, data sources, libraries, and resources for working with SEC filings (13F, 10-K, 10-Q, 8-K).",True,False,False,False,vibeyclaw/awesome-sec-filings
CONVEXFI,Related Lists,,,related-lists,,0,https://github.com/convexfi,Official GitHub organization for the convex research group at the Hong Kong University of Science and Technology (HKUST).,True,False,False,False,