diff --git a/projects.csv b/projects.csv
index 34a337b..295f31d 100644
--- a/projects.csv
+++ b/projects.csv
@@ -1,32 +1,32 @@
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,2026-03-25,31659,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,2026-03-25,14561,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,2026-03-26,48245,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,2026-03-25,37851,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,2026-03-26,31670,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,2026-03-26,14567,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,2026-03-26,48252,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,2026-03-26,37864,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,2026-03-25,14504,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,2026-03-25,9546,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,2026-03-26,14509,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,2026-03-25,9547,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,2026-02-16,124,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,2026-03-24,2230,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,2026-03-25,1167,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,2026-03-24,63571,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,2026-03-25,2872,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
+pmxt,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-25,1178,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,2026-03-24,63608,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,2026-03-25,2878,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,2023-04-01,930,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,2017-11-28,976,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
+ffn,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-21,2520,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,2026-03-11,2845,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,2026-03-25,10011,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,2026-03-11,2846,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,2026-03-26,10016,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,2018-07-14,345,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,2022-11-18,1350,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,2026-02-12,5270,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,2026-02-12,5272,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,2023-04-07,584,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,2021-05-23,613,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
@@ -34,7 +34,7 @@ pypme,Python,Financial Instruments and Pricing,Financial Instruments and Pricing
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,2025-07-02,85,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
+rateslib,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-02-15,329,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
Pyderivatives,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-18,29,https://github.com/Julian-Beatty/Pyderivatives,"Toolkit for option pricing, implied volatility surfaces, risk-neutral densities, and pricing kernel surfaces with support for advanced models including Heston, Kou, and Bates.",True,False,False,False,Julian-Beatty/Pyderivatives
optionlab,Python,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-12-25,487,https://github.com/rgaveiga/optionlab,A Python library for evaluating option trading strategies.,True,False,False,False,rgaveiga/optionlab
@@ -45,99 +45,99 @@ lppls,Python,Indicators,Indicators,indicators,2026-02-15,451,https://github.com/
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
AI Quant Agents,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,0,https://github.com/demandai/ai-quant-agents,"Multi-agent LLM trading analysis where 12 AI agents (analysts, debaters, risk manager) debate stock picks in real-time, supporting US equities and China A-shares.",True,False,False,False,demandai/ai-quant-agents
-TradeSight,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-25,2,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
+TradeSight,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-26,2,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,2026-03-23,211,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,2026-03-24,1909,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
+skfolio,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,1910,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,2026-03-20,707,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,2024-06-24,3329,https://github.com/mhallsmoore/qstrader,QSTrader backtesting simulation engine.,True,False,False,False,mhallsmoore/qstrader
Blankly,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-12-30,2418,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,2026-03-16,11809,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,2020-10-14,19545,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
+TA-Lib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-16,11812,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,2020-10-14,19550,https://github.com/quantopian/zipline,Pythonic algorithmic trading library.,True,False,False,False,quantopian/zipline
zipline-reloaded,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-13,1693,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
+QuantSoftware Toolkit,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-10-07,477,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,2026-03-24,2833,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
-backtrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,20906,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,2023-04-19,20924,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,2023-03-05,4644,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
+pyalgotrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,4645,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,False,False,gbeced/pyalgotrade
+basana,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-29,821,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,2026-03-18,4919,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
+finmarketpy,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-03-10,3728,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,2026-03-01,4040,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,2026-03-01,4041,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,2024-08-14,257,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,2026-03-10,5584,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,2020-09-21,3171,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
+PyPortfolioOpt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,5587,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,2020-09-21,3172,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,2021-12-01,4628,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,2021-12-01,4629,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,2026-03-24,509,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,2026-03-22,18,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
+PRISM-INSIGHT,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-24,511,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,2026-03-22,19,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,2021-09-22,2555,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,2026-01-13,6892,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,2021-03-24,2258,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading ",True,False,False,False,ranaroussi/qtpylib
+quantstats,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6896,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,2021-03-24,2257,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,2026-03-25,48036,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot",True,False,False,False,freqtrade/freqtrade
+freqtrade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-26,48074,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,2021-06-01,3268,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,2024-01-24,1119,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning,True,False,False,False,jankrepl/deepdow
-Qlib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,39329,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,2023-03-05,16830,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
+DeepDow,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2024-01-24,1121,https://github.com/jankrepl/deepdow,Portfolio optimization with deep learning,True,False,False,False,jankrepl/deepdow
+Qlib,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-10,39370,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,2023-03-05,16839,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,2026-03-21,7591,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,2026-03-11,6251,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,2026-03-24,14559,https://github.com/AI4Finance-LLC/FinRL-Library,A Deep Reinforcement Learning Library for Automated Trading in Quantitative Finance. NeurIPS 2020.,True,False,False,False,AI4Finance-LLC/FinRL-Library
+jesse,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-21,7597,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,2026-03-11,6254,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,2026-03-24,14580,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,2017-03-19,2267,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,2026-03-17,5516,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,2026-03-25,123,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,2026-03-17,5518,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,2026-03-26,123,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,2020-03-11,493,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,2021-01-05,9269,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
+Stock-Prediction-Models,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-01-05,9271,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
AutoTrader,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-05-04,1236,https://github.com/kieran-mackle/AutoTrader,A Python-based development platform for automated trading systems - from backtesting to optimization to livetrading.,True,False,False,False,kieran-mackle/AutoTrader
-fast-trade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,534,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,2026-03-05,906,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
+fast-trade,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-11,535,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,2026-03-05,907,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,2024-06-16,1312,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,2026-03-19,6984,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,2026-03-25,18085,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,2026-03-11,534,https://github.com/jrmeier/fast-trade,Low code backtesting library utilizing pandas and technical analysis indicators.,True,False,False,False,jrmeier/fast-trade
+vectorbt,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-26,6993,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,2026-03-25,18103,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,2026-03-11,535,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,2026-03-23,3236,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,2026-03-05,3245,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,2025-12-23,3858,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,2026-01-14,38373,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,2026-02-28,1649,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,2023-09-15,1747,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,2026-03-25,21430,https://github.com/nautechsystems/nautilus_trader,A high-performance algorithmic trading platform and event-driven backtester.,True,False,False,False,nautechsystems/nautilus_trader
+hftbacktest,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-23,3862,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,2026-01-14,38430,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,2026-02-28,1650,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,2023-09-15,1748,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,2026-03-26,21447,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,2026-03-21,208,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,2026-03-25,3060,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination.",True,False,False,False,fasiondog/hikyuu
+Hikyuu,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-25,3061,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,2026-01-05,60,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,2025-12-30,171,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,2026-03-23,28,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
+StrateQueue,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-12-30,173,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,2026-03-26,28,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
antback,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2025-11-12,15,https://github.com/ts-kontakt/antback,"A lightweight, event-loop-style backtest engine that allows a function-driven imperative style using efficient stateful helper functions and data containers.",True,False,False,False,ts-kontakt/antback
VARRD,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-09,11,https://github.com/augiemazza/varrd,"AI-powered trading edge discovery platform that validates trading ideas with event studies, statistical tests, and real market data. Web app, MCP server, CLI (`pip install varrd`), and Python SDK.",True,False,False,False,augiemazza/varrd
-polymarket-whales,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,30,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales
+polymarket-whales,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-20,35,https://github.com/al1enjesus/polymarket-whales,Real-time whale trade tracker for Polymarket — terminal alerts + Telegram notifications when large orders hit the book.,True,False,False,False,al1enjesus/polymarket-whales
JIT-Optimization-Engine,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-22,1,https://github.com/cloudsealed/JIT-Optimization-Engine,High-performance analytical core using LLVM JIT (Numba) to process large-scale telemetry for quant diagnostics.,True,False,False,False,cloudsealed/JIT-Optimization-Engine
QuantLibRisks,Python,Risk Analysis,Risk Analysis,risk-analysis,2024-04-04,19,https://github.com/auto-differentiation/QuantLib-Risks-Py,Fast risks with QuantLib,True,False,False,False,auto-differentiation/QuantLib-Risks-Py
XAD,Python,Risk Analysis,Risk Analysis,risk-analysis,2024-05-21,19,https://github.com/auto-differentiation/xad-py,Automatic Differentation (AAD) Library,True,False,False,False,auto-differentiation/xad-py
pyfolio,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-02-28,6268,https://github.com/quantopian/pyfolio,Portfolio and risk analytics in Python.,True,False,False,False,quantopian/pyfolio
-empyrical,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-10-14,1475,https://github.com/quantopian/empyrical,Common financial risk and performance metrics.,True,False,False,False,quantopian/empyrical
+empyrical,Python,Risk Analysis,Risk Analysis,risk-analysis,2020-10-14,1476,https://github.com/quantopian/empyrical,Common financial risk and performance metrics.,True,False,False,False,quantopian/empyrical
fecon235,Python,Risk Analysis,Risk Analysis,risk-analysis,2018-12-03,1255,https://github.com/rsvp/fecon235,"Computational tools for financial economics include: Gaussian Mixture model of leptokurtotic risk, adaptive Boltzmann portfolios.",True,False,False,False,rsvp/fecon235
finance,Python,Risk Analysis,Risk Analysis,risk-analysis,2014-03-24,0,https://pypi.org/project/finance/,Financial Risk Calculations. Optimized for ease of use through class construction and operator overload.,False,False,True,False,
qfrm,Python,Risk Analysis,Risk Analysis,risk-analysis,2015-12-12,0,https://pypi.org/project/qfrm/,"Quantitative Financial Risk Management: awesome OOP tools for measuring, managing and visualizing risk of financial instruments and portfolios. (Last updated: 2015-12-12)",False,False,True,False,
@@ -145,9 +145,9 @@ visualize-wealth,Python,Risk Analysis,Risk Analysis,risk-analysis,2015-06-10,146
VisualPortfolio,Python,Risk Analysis,Risk Analysis,risk-analysis,2017-02-28,107,https://github.com/wegamekinglc/VisualPortfolio,This tool is used to visualize the performance of a portfolio.,True,False,False,False,wegamekinglc/VisualPortfolio
universal-portfolios,Python,Risk Analysis,Risk Analysis,risk-analysis,2025-09-11,852,https://github.com/Marigold/universal-portfolios,Collection of algorithms for online portfolio selection.,True,False,False,False,Marigold/universal-portfolios
FinQuant,Python,Risk Analysis,Risk Analysis,risk-analysis,2023-09-03,1733,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
+Empyrial,Python,Risk Analysis,Risk Analysis,risk-analysis,2025-09-14,1054,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,2026-03-25,3832,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,2026-03-25,3834,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,2025-07-29,102,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,2025-06-02,581,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,2026-02-19,291,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
@@ -158,30 +158,30 @@ alphalens,Python,Factor Analysis,Factor Analysis,factor-analysis,2020-04-27,4189
alphalens-reloaded,Python,Factor Analysis,Factor Analysis,factor-analysis,2025-06-02,560,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,2025-04-15,786,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
+Asset News Sentiment Analyzer,Python,Sentiment Analysis,Sentiment Analysis,sentiment-analysis,2024-07-27,194,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,2026-03-09,1498,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
-statsmodels,Python,Time Series,Time Series,time-series,2026-03-19,11317,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,2026-03-09,1499,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
+statsmodels,Python,Time Series,Time Series,time-series,2026-03-19,11321,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,2018-12-16,2142,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,2025-11-15,9159,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,2026-02-02,20095,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
+Facebook Prophet,Python,Time Series,Time Series,time-series,2026-02-02,20098,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,2026-03-17,5148,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,2026-03-23,3,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, lagged MI directional testing, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle
+gluon-ts,Python,Time Series,Time Series,time-series,2026-03-17,5149,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,2026-03-23,4,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, lagged MI directional testing, and FDR correction.",True,False,False,False,cesabici-bit/omni-oracle
functime,Python,Time Series,Time Series,time-series,2024-06-15,1169,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
+exchange_calendars,Python,Calendars,Calendars,calendars,2026-03-26,609,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,2026-03-19,22335,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,2026-03-19,527,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
+yfinance,Python,Data Sources,Data Sources,data-sources,2026-03-19,22348,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,2026-03-19,531,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,2026-03-20,2011,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
-pandas-datareader,Python,Data Sources,Data Sources,data-sources,2025-04-03,3171,https://github.com/pydata/pandas-datareader,"Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.",True,False,False,False,pydata/pandas-datareader
+pandas-datareader,Python,Data Sources,Data Sources,data-sources,2025-04-03,3173,https://github.com/pydata/pandas-datareader,"Python module to get data from various sources (Google Finance, Yahoo Finance, FRED, OECD, Fama/French, World Bank, Eurostat...) into Pandas datastructures such as DataFrame, Panel with a caching mechanism.",True,False,False,False,pydata/pandas-datareader
pandas-finance,Python,Data Sources,Data Sources,data-sources,2025-03-07,160,https://github.com/davidastephens/pandas-finance,High level API for access to and analysis of financial data.,True,False,False,False,davidastephens/pandas-finance
pyhoofinance,Python,Data Sources,Data Sources,data-sources,2016-10-07,9,https://github.com/innes213/pyhoofinance,Rapidly queries Yahoo Finance for multiple tickers and returns typed data for analysis.,True,False,False,False,innes213/pyhoofinance
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
@@ -209,60 +209,60 @@ coinmarketcap,Python,Data Sources,Data Sources,data-sources,2023-05-23,434,https
coinpulse,Python,Data Sources,Data Sources,data-sources,2026-01-09,1,https://github.com/soutone/coinpulse-python,"Python SDK for cryptocurrency portfolio tracking with real-time prices, P/L calculations, and price alerts. Free tier available.",True,False,False,False,soutone/coinpulse-python
after-hours,Python,Data Sources,Data Sources,data-sources,2020-06-22,38,https://github.com/datawrestler/after-hours,Obtain pre market and after hours stock prices for a given symbol.,True,False,False,False,datawrestler/after-hours
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
+pytdx,Python,Data Sources,Data Sources,data-sources,2020-04-15,1507,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,2025-06-22,304,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,2021-01-02,648,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
+alpaca-trade-api,Python,Data Sources,Data Sources,data-sources,2024-01-12,1862,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,2026-03-25,17722,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,2026-03-26,17758,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
+investpy,Python,Data Sources,Data Sources,data-sources,2022-10-02,1813,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,2026-03-25,163,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,2026-03-05,1365,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,2026-03-03,4746,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,2026-03-11,1443,https://github.com/FinanceData/FinanceDataReader,"Open Source Financial data reader for U.S, Korean, Japanese, Chinese, Vietnamese Stocks",True,False,False,False,FinanceData/FinanceDataReader
+FinanceDataReader,Python,Data Sources,Data Sources,data-sources,2026-03-11,1445,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
-python-bcb,Python,Data Sources,Data Sources,data-sources,2026-02-27,109,https://github.com/wilsonfreitas/python-bcb,Python interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/python-bcb
+python-bcb,Python,Data Sources,Data Sources,data-sources,2026-03-26,109,https://github.com/wilsonfreitas/python-bcb,Python interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/python-bcb
swiss-finance-data,Python,Data Sources,Data Sources,data-sources,2026-03-11,1,https://github.com/EMen11/swiss-finance-data,"Python package for Swiss financial data (SNB Policy Rate, SARON, CHF FX rates, CPI, SMI equities, Confederation bond yields) from official SNB sources.",True,False,False,False,EMen11/swiss-finance-data
market-prices,Python,Data Sources,Data Sources,data-sources,2026-02-05,95,https://github.com/maread99/market_prices,Create meaningful OHLCV datasets from knowledge of [exchange-calendars](https://github.com/gerrymanoim/exchange_calendars) (works out-the-box with data from Yahoo Finance).,True,False,False,False,maread99/market_prices
tardis-python,Python,Data Sources,Data Sources,data-sources,2026-02-26,142,https://github.com/tardis-dev/tardis-python,Python interface for Tardis.dev high frequency crypto market data,True,False,False,False,tardis-dev/tardis-python
-lake-api,Python,Data Sources,Data Sources,data-sources,2025-11-02,63,https://github.com/crypto-lake/lake-api,Python interface for Crypto Lake high frequency crypto market data,True,False,False,False,crypto-lake/lake-api
+lake-api,Python,Data Sources,Data Sources,data-sources,2025-11-02,64,https://github.com/crypto-lake/lake-api,Python interface for Crypto Lake high frequency crypto market data,True,False,False,False,crypto-lake/lake-api
tessa,Python,Data Sources,Data Sources,data-sources,2026-01-16,53,https://github.com/ymyke/tessa,"simple, hassle-free access to price information of financial assets (currently based on yfinance and pycoingecko), including search and a symbol class.",True,False,False,False,ymyke/tessa
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,2026-03-22,527,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,2026-03-22,7256,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
+finagg,Python,Data Sources,Data Sources,data-sources,2026-03-22,528,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,2026-03-22,7267,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,2026-03-24,519,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
+datamule-python,Python,Data Sources,Data Sources,data-sources,2026-03-24,521,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,2026-03-25,1897,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,2026-03-26,1904,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,2024-03-09,1626,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,2026-03-22,3328,https://www.xlwings.org/,Make Excel fly with Python. [GitHub](https://github.com/xlwings/xlwings),True,False,False,False,xlwings/xlwings
+xlwings,Python,Excel Integration,Excel Integration,excel-integration,2026-03-26,3328,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,2025-06-14,2204,https://github.com/python-excel/xlrd,Library for developers to extract data from Microsoft Excel spreadsheet files.,True,False,False,False,python-excel/xlrd
-xlsxwriter,Python,Excel Integration,Excel Integration,excel-integration,2026-03-22,3924,https://xlsxwriter.readthedocs.io/,Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter),True,False,False,False,jmcnamara/XlsxWriter
+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
+xlsxwriter,Python,Excel Integration,Excel Integration,excel-integration,2026-03-22,3918,https://xlsxwriter.readthedocs.io/,Write files in the Excel 2007+ XLSX file format. [GitHub](https://github.com/jmcnamara/XlsxWriter),True,False,False,False,jmcnamara/XlsxWriter
xlwt,Python,Excel Integration,Excel Integration,excel-integration,2018-09-16,1046,https://github.com/python-excel/xlwt,"Library to create spreadsheet files compatible with MS Excel 97/2000/XP/2003 XLS files, on any platform.",True,False,False,False,python-excel/xlwt
xlloop,Python,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,2026-03-25,5085,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,2024-04-02,4325,https://github.com/matplotlib/mplfinance,"matplotlib utilities for the visualization, and visual analysis, of financial data.",True,False,False,False,matplotlib/mplfinance
+D-Tale,Python,Visualization,Visualization,visualization,2026-03-26,5086,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,2024-04-02,4327,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,2026-02-27,1131,https://github.com/highfestiva/finplot,Performant and effortless finance plotting for Python.,True,False,False,False,highfestiva/finplot
-finvizfinance,Python,Visualization,Visualization,visualization,2026-01-03,1277,https://github.com/lit26/finvizfinance,Finviz analysis python library.,True,False,False,False,lit26/finvizfinance
+finvizfinance,Python,Visualization,Visualization,visualization,2026-01-03,1279,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,2026-03-24,525,https://github.com/ArturSepp/QuantInvestStrats,"Quantitative Investment Strategies (QIS) package implements Python analytics for visualisation of financial data, performance reporting, analysis of quantitative strategies.",True,False,False,False,ArturSepp/QuantInvestStrats
+QuantInvestStrats,Python,Visualization,Visualization,visualization,2026-03-24,527,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
data.table,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-15,3871,https://github.com/Rdatatable/data.table,"Extension of data.frame: Fast aggregation of large data (e.g. 100GB in RAM), fast ordered joins, fast add/modify/delete of columns by group using no copies at all, list columns and a fast file reader (fread). Offers a natural and flexible syntax, for faster development.",True,False,False,False,Rdatatable/data.table
sparseEigen,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2018-12-22,12,https://github.com/dppalomar/sparseEigen,Sparse principal component analysis.,True,False,False,False,dppalomar/sparseEigen
TSdbi,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,,0,http://tsdbi.r-forge.r-project.org/,Provides a common interface to time series databases.,False,False,False,False,
-tseries,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-02-18,0,https://cran.r-project.org/web/packages/tseries/index.html,Time Series Analysis and Computational Finance.,False,True,False,False,
+tseries,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-26,0,https://cran.r-project.org/web/packages/tseries/index.html,Time Series Analysis and Computational Finance.,False,True,False,False,
zoo,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2025-12-15,0,https://cran.r-project.org/web/packages/zoo/index.html,S3 Infrastructure for Regular and Irregular Time Series (Z's Ordered Observations).,False,True,False,False,
tis,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2021-09-28,0,https://cran.r-project.org/web/packages/tis/index.html,"Functions and S3 classes for time indexes and time indexed series, which are compatible with FAME frequencies.",False,True,False,False,
tfplot,R,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,,0,https://cran.r-project.org/web/packages/tfplot/index.html,Utilities for simple manipulation and quick plotting of time series data.,False,True,False,False,
@@ -276,7 +276,7 @@ td,R,Data Sources,Data Sources,data-sources,2026-02-12,18,https://github.com/edd
rbcb,R,Data Sources,Data Sources,data-sources,2024-01-23,99,https://github.com/wilsonfreitas/rbcb,R interface to Brazilian Central Bank web services.,True,False,False,False,wilsonfreitas/rbcb
rb3,R,Data Sources,Data Sources,data-sources,2025-11-01,91,https://github.com/ropensci/rb3,A bunch of downloaders and parsers for data delivered from B3.,True,False,False,False,ropensci/rb3
simfinapi,R,Data Sources,Data Sources,data-sources,2025-08-13,21,https://github.com/matthiasgomolka/simfinapi,Makes 'SimFin' data () easily accessible in R.,True,False,False,False,matthiasgomolka/simfinapi
-tidyfinance,R,Data Sources,Data Sources,data-sources,2026-03-25,20,https://github.com/tidy-finance/r-tidyfinance,"Tidy Finance helper functions to download financial data and process the raw data into a structured Format (tidy data), including",True,False,False,False,tidy-finance/r-tidyfinance
+tidyfinance,R,Data Sources,Data Sources,data-sources,2026-03-26,20,https://github.com/tidy-finance/r-tidyfinance,"Tidy Finance helper functions to download financial data and process the raw data into a structured Format (tidy data), including",True,False,False,False,tidy-finance/r-tidyfinance
RQuantLib,R,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2026-03-09,131,https://github.com/eddelbuettel/rquantlib,RQuantLib connects GNU R with QuantLib.,True,False,False,False,eddelbuettel/rquantlib
quantmod,R,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,2025-08-07,886,https://cran.r-project.org/web/packages/quantmod/index.html,Quantitative Financial Modelling Framework. [GitHub](https://github.com/joshuaulrich/quantmod),True,True,False,False,joshuaulrich/quantmod
Rmetrics,R,Financial Instruments and Pricing,Financial Instruments and Pricing,financial-instruments-and-pricing,,0,https://www.rmetrics.org,The premier open source software solution for teaching and training quantitative finance.,False,False,False,False,
@@ -319,7 +319,7 @@ quantstrat,R,Backtesting,Backtesting,backtesting,2023-09-14,302,https://github.c
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,2025-08-12,57,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,
+tseries,R,Time Series,Time Series,time-series,2026-03-26,0,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,
rugarch,R,Time Series,Time Series,time-series,2026-03-13,32,https://github.com/alexiosg/rugarch,Univariate GARCH Models.,True,False,False,False,alexiosg/rugarch
@@ -328,12 +328,12 @@ tidypredict,R,Time Series,Time Series,time-series,2021-09-28,3,https://github.co
tidyquant,R,Time Series,Time Series,time-series,2026-03-16,901,https://github.com/business-science/tidyquant,Bringing financial analysis to the tidyverse.,True,False,False,False,business-science/tidyquant
timetk,R,Time Series,Time Series,time-series,2025-08-29,639,https://github.com/business-science/timetk,A toolkit for working with time series in R.,True,False,False,False,business-science/timetk
tibbletime,R,Time Series,Time Series,time-series,2024-12-03,177,https://github.com/business-science/tibbletime,"Built on top of the tidyverse, tibbletime is an extension that allows for the creation of time aware tibbles through the setting of a time index.",True,False,False,False,business-science/tibbletime
-matrixprofile,R,Time Series,Time Series,time-series,2022-11-25,387,https://github.com/matrix-profile-foundation/matrixprofile,Time series data mining library built on top of the novel Matrix Profile data structure and algorithms.,True,False,False,False,matrix-profile-foundation/matrixprofile
+matrixprofile,R,Time Series,Time Series,time-series,2022-11-25,388,https://github.com/matrix-profile-foundation/matrixprofile,Time series data mining library built on top of the novel Matrix Profile data structure and algorithms.,True,False,False,False,matrix-profile-foundation/matrixprofile
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,2026-03-25,193,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,2026-02-28,10158,https://github.com/yutiansut/quantaxis,Integrated Quantitative Toolbox with Matlab.,True,False,False,False,yutiansut/quantaxis
+QUANTAXIS,Matlab,FrameWorks,FrameWorks,frameworks,2026-02-28,10165,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
@@ -356,7 +356,7 @@ OnlinePortfolioAnalytics.jl,Julia,,,julia,2026-01-06,13,https://github.com/femto
OnlineResamplers.jl,Julia,,,julia,2026-01-06,2,https://github.com/femtotrader/OnlineResamplers.jl,High-performance Julia package for real-time resampling of financial market data.,True,False,False,False,femtotrader/OnlineResamplers.jl
RiskPerf.jl,Julia,,,julia,2026-02-02,15,https://github.com/rbeeli/RiskPerf.jl,Quantitative risk and performance analysis package for financial time series powered by the Julia language.,True,False,False,False,rbeeli/RiskPerf.jl
TimeFrames.jl,Julia,,,julia,2026-03-09,4,https://github.com/femtotrader/TimeFrames.jl,A Julia library that defines TimeFrame (essentially for resampling TimeSeries).,True,False,False,False,femtotrader/TimeFrames.jl
-DataFrames.jl,Julia,,,julia,2026-03-17,1819,https://github.com/JuliaData/DataFrames.jl,In-memory tabular data in Julia,True,False,False,False,JuliaData/DataFrames.jl
+DataFrames.jl,Julia,,,julia,2026-03-17,1820,https://github.com/JuliaData/DataFrames.jl,In-memory tabular data in Julia,True,False,False,False,JuliaData/DataFrames.jl
TSFrames.jl,Julia,,,julia,2024-06-18,100,https://github.com/xKDR/TSFrames.jl,Handle timeseries data on top of the powerful and mature DataFrames.jl,True,False,False,False,xKDR/TSFrames.jl
TimeArrays.jl,Julia,,,julia,2025-10-15,38,https://github.com/bhftbootcamp/TimeArrays.jl,Time series handling for Julia,True,False,False,False,bhftbootcamp/TimeArrays.jl
Strata,Java,,,java,2026-03-25,931,http://strata.opengamma.io/,Modern open-source analytics and market risk library designed and written in Java. [GitHub](https://github.com/OpenGamma/Strata),True,False,False,False,OpenGamma/Strata
@@ -364,18 +364,18 @@ JQuantLib,Java,,,java,2016-02-26,153,https://github.com/frgomes/jquantlib,"JQuan
finmath.net,Java,,,java,2026-02-20,559,http://finmath.net,Java library with algorithms and methodologies related to mathematical finance. [GitHub](https://github.com/finmath/finmath-lib),True,False,False,False,finmath/finmath-lib
quantcomponents,Java,,,java,2015-10-07,169,https://github.com/lsgro/quantcomponents,Free Java components for Quantitative Finance and Algorithmic Trading.,True,False,False,False,lsgro/quantcomponents
DRIP,Java,,,java,,0,https://lakshmidrip.github.io/DRIP,"Fixed Income, Asset Allocation, Transaction Cost Analysis, XVA Metrics Libraries.",False,False,False,False,
-ta4j,Java,,,java,2026-03-15,2393,https://github.com/ta4j/ta4j,A Java library for technical analysis.,True,False,False,False,ta4j/ta4j
+ta4j,Java,,,java,2026-03-27,2396,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,2026-03-24,7998,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
+Ghostfolio,JavaScript,,,javascript,2026-03-26,8003,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,2025-02-26,430,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,2026-03-25,41511,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,2026-03-26,41527,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,2026-03-25,1167,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,2026-03-25,1178,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
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
@@ -390,53 +390,53 @@ 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,2026-03-25,6912,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,2026-03-26,6917,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,2026-03-25,411,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
-Hikyuu,CPP,,,cpp,2026-03-25,3060,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
-OrderMatchingEngine,CPP,,,cpp,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
+Hikyuu,CPP,,,cpp,2026-03-25,3061,https://github.com/fasiondog/hikyuu,"A base on Python/C++ open source high-performance quant framework for faster analysis and backtesting, contains the complete trading system components for reuse and combination. You can use python or c++ freely.",True,False,False,False,fasiondog/hikyuu
+OrderMatchingEngine,CPP,,,cpp,2026-01-11,130,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,2025-07-29,1366,https://github.com/pegasusTrader/PandoraTrader,"A C++ CTP trading framework, with very clear logic",True,False,False,False,pegasusTrader/PandoraTrader
-NexusFix,CPP,,,cpp,2026-03-22,39,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,2026-03-25,6912,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
+NexusFix,CPP,,,cpp,2026-03-27,39,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,2026-03-26,6917,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,2016-02-26,153,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,2026-03-10,421,https://github.com/amaggiulli/qlnet,.Net port.,True,False,False,False,amaggiulli/qlnet
+QLNet,Frameworks,,,frameworks,2026-03-10,422,https://github.com/amaggiulli/qlnet,.Net port.,True,False,False,False,amaggiulli/qlnet
PyQL,Frameworks,,,frameworks,2025-08-20,1262,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,2025-10-19,1511,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,2026-03-25,18085,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,2026-03-24,9339,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
+TA-Lib,Frameworks,,,frameworks,2025-10-19,1510,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,2026-03-25,18103,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,2026-03-24,9437,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,2020-05-28,403,https://github.com/MarcusRainbow/QuantMath,Financial maths library for risk-neutral pricing and risk,True,False,False,False,MarcusRainbow/QuantMath
-Barter,Rust,,,rust,2026-03-05,2033,https://github.com/barter-rs/barter-rs,Open-source Rust framework for building event-driven live-trading & backtesting systems,True,False,False,False,barter-rs/barter-rs
+Barter,Rust,,,rust,2026-03-05,2035,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,2026-03-25,123,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,2026-03-26,123,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,2026-01-14,1685,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
+fin-stream,Rust,,,rust,2026-03-23,3,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,2026-03-25,193,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
+volatility-trading,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-10-21,1882,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,2015-07-14,410,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,2020-07-02,1319,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,2021-05-25,783,https://github.com/Finance-Hub/FinanceHub,Resources for Quantitative Finance,True,False,False,False,Finance-Hub/FinanceHub
+FinanceHub,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-05-25,784,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,2023-11-27,12866,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,2025-05-04,1986,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,2021-06-01,3268,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,2025-09-02,606,https://github.com/PythonCharmers/QuantFinance,Training materials in quantitative finance.,True,False,False,False,PythonCharmers/QuantFinance
+QuantFinance,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-09-02,607,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
Computational-Finance-Course,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2024-03-01,494,https://github.com/LechGrzelak/Computational-Finance-Course,Materials for the course of Computational Finance.,True,False,False,False,LechGrzelak/Computational-Finance-Course
Machine-Learning-for-Asset-Managers,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-01-29,616,https://github.com/emoen/Machine-Learning-for-Asset-Managers,"Implementation of code snippets, exercises and application to live data from Machine Learning for Asset Managers (Elements in Quantitative Finance) written by Prof. Marcos López de Prado.",True,False,False,False,emoen/Machine-Learning-for-Asset-Managers
@@ -448,7 +448,7 @@ aiif,"Reproducing Works, Training & Books",,,reproducing-works-training-books,20
py4at,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2023-10-09,827,https://github.com/yhilpisch/py4at,Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.,True,False,False,False,yhilpisch/py4at
dawp,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2021-02-22,633,https://github.com/yhilpisch/dawp,Jupyter Notebooks and code for Derivatives Analytics with Python (Wiley Finance) by Yves Hilpisch.,True,False,False,False,yhilpisch/dawp
dx,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-04-05,768,https://github.com/yhilpisch/dx,DX Analytics | Financial and Derivatives Analytics with Python.,True,False,False,False,yhilpisch/dx
-QuantFinanceBook,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-04-14,861,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook
+QuantFinanceBook,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2025-04-14,863,https://github.com/LechGrzelak/QuantFinanceBook,Quantitative Finance book.,True,False,False,False,LechGrzelak/QuantFinanceBook
rough_bergomi,"Reproducing Works, Training & Books",,,reproducing-works-training-books,2018-09-17,141,https://github.com/ryanmccrickerd/rough_bergomi,A Python implementation of the rough Bergomi model.,True,False,False,False,ryanmccrickerd/rough_bergomi
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
@@ -458,8 +458,8 @@ Technical Analysis and Feature Engineering,"Reproducing Works, Training & Books"
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,2020-06-13,2539,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,2023-01-18,1817,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,2020-06-13,2541,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,2023-01-18,1818,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
@@ -467,7 +467,7 @@ 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,2025-05-12,3720,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,2025-05-12,3724,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