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@@ -132,7 +132,7 @@ QuantSoftware Toolkit,Python,Python,Trading & Backtesting,Trading & Backtesting,
quantitative,Python,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,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2015-12-22,215,https://github.com/llazzaro/analyzer,Python framework for real-time financial and backtesting trading strategies.,True,False,False,False,llazzaro/analyzer
bt,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-31,2852,https://github.com/pmorissette/bt,Flexible Backtesting for Python.,True,False,False,False,pmorissette/bt
backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,21217,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
backtrader,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-04-19,21218,https://github.com/backtrader/backtrader,Python Backtesting library for trading strategies.,True,False,False,False,backtrader/backtrader
pythalesians,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2016-09-23,63,https://github.com/thalesians/pythalesians,"Python library to backtest trading strategies, plot charts, seamlessly download market data, analyze market patterns etc.",True,False,False,False,thalesians/pythalesians
pybacktest,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-09-09,820,https://github.com/ematvey/pybacktest,"Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier.",True,False,False,False,ematvey/pybacktest
pyalgotrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,4648,https://github.com/gbeced/pyalgotrade,Python Algorithmic Trading Library.,True,False,False,False,gbeced/pyalgotrade
@@ -154,11 +154,11 @@ FinClaw,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backte
aat,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-03-30,802,https://github.com/timkpaine/aat,Async Algorithmic Trading Engine.,True,False,False,False,timkpaine/aat
Backtesting.py,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,,0,https://kernc.github.io/backtesting.py/,Backtest trading strategies in Python.,False,False,False,False,
catalyst,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-09-22,2556,https://github.com/enigmampc/catalyst,An Algorithmic Trading Library for Crypto-Assets in Python.,True,False,False,False,enigmampc/catalyst
quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6977,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python.",True,False,False,False,ranaroussi/quantstats
quantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-01-13,6978,https://github.com/ranaroussi/quantstats,"Portfolio analytics for quants, written in Python.",True,False,False,False,ranaroussi/quantstats
jquantstats,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-21,28,https://github.com/Jebel-Quant/jquantstats,"Modern variation of quantstats, with additional features and performance improvements.",True,False,False,False,Jebel-Quant/jquantstats
qtpylib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-03-24,2254,https://github.com/ranaroussi/qtpylib,"QTPyLib, Pythonic Algorithmic Trading <http://qtpylib.io>.",True,False,False,False,ranaroussi/qtpylib
Quantdom,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2019-03-12,764,https://github.com/constverum/Quantdom,Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.],True,False,False,False,constverum/Quantdom
freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-21,49118,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
freqtrade,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-21,49119,https://github.com/freqtrade/freqtrade,"Free, open source crypto trading bot.",True,False,False,False,freqtrade/freqtrade
algorithmic-trading-with-python,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2021-06-01,3287,https://github.com/chrisconlan/algorithmic-trading-with-python,"Free `pandas` and `scikit-learn` resources for trading simulation, backtesting, and machine learning on financial data.",True,False,False,False,chrisconlan/algorithmic-trading-with-python
Qlib,Python,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2026-04-21,41081,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,Python,Trading & Backtesting,Trading & Backtesting,trading-backtesting,2023-03-05,17111,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
@@ -274,6 +274,7 @@ Expected Returns,R,R,Factor Analysis,Factor Analysis,factor-analysis,2025-08-12,
Asset News Sentiment Analyzer,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2024-07-27,195,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,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,,0,https://api.adanos.org/docs,"REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations.",False,False,False,False,
CoWorker Fin-Agent,Python,Python,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-04-04,14,https://github.com/ZiwayZhao/agent-coworker,"LLM-powered A-share stock analysis via P2P agent collaboration. Technical analysis (MA60, volume-price patterns, golden eye), deep research reports using proprietary methodology, and market state summaries. Analysis logic stays private via Skill-as-API protocol.",True,False,False,False,ZiwayZhao/agent-coworker
StockKit,TypeScript,TypeScript,Sentiment Analysis & Alternative Data,Sentiment Analysis & Alternative Data,sentiment-analysis-alternative-data,2026-03-28,0,https://stockkit.net/,"Free AI-powered stock research reports for US, China & HK using Claude Opus and multi-model AI with 20+ technical indicators. [GitHub](https://github.com/kentmswood-ui/stockkit)",True,False,False,False,kentmswood-ui/stockkit
ARCH,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-04-06,1511,https://github.com/bashtage/arch,ARCH models in Python.,True,False,False,False,bashtage/arch
statsmodels,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-04-16,11375,http://statsmodels.sourceforge.net,"Python module that allows users to explore data, estimate statistical models, and perform statistical tests. [GitHub](https://github.com/statsmodels/statsmodels)",True,False,False,False,statsmodels/statsmodels
dynts,Python,Python,Time Series Analysis,Time Series Analysis,time-series-analysis,2016-11-02,87,https://github.com/quantmind/dynts,Python package for timeseries analysis and manipulation.,True,False,False,False,quantmind/dynts
@@ -299,7 +300,7 @@ garchmodels,R,R,Time Series Analysis,Time Series Analysis,time-series-analysis,2
TimeSeries.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series-analysis,2026-03-30,368,https://github.com/JuliaStats/TimeSeries.jl,Time series toolkit for Julia.,True,False,False,False,JuliaStats/TimeSeries.jl
TimeFrames.jl,Julia,Julia,Time Series Analysis,Time Series Analysis,time-series-analysis,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
OpenBB Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-20,66274,https://github.com/OpenBB-finance/OpenBBTerminal,Terminal for investment research for everyone.,True,False,False,False,OpenBB-finance/OpenBBTerminal
Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-21,11574,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
Fincept Terminal,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-21,11579,https://github.com/Fincept-Corporation/FinceptTerminal,Advance Data Based A.I Terminal for all Types of Financial Asset Research.,True,False,False,False,Fincept-Corporation/FinceptTerminal
yfinance,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-16,23130,https://github.com/ranaroussi/yfinance,Yahoo! Finance market data downloader (+faster Pandas Datareader).,True,False,False,False,ranaroussi/yfinance
coinpaprika-api-python-client,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-03,17,https://github.com/coinpaprika/coinpaprika-api-python-client,"Free crypto market data API client. 12,000+ coins, 350+ exchanges, tickers, OHLCV, historical prices. No API key for free tier.",True,False,False,False,coinpaprika/coinpaprika-api-python-client
defeatbeta-api,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-04-17,578,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
1 project language languages category section section_slug last_commit stars url description github cran pypi commercial repo
132 quantitative Python 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
133 analyzer Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2015-12-22 215 https://github.com/llazzaro/analyzer Python framework for real-time financial and backtesting trading strategies. True False False False llazzaro/analyzer
134 bt Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-03-31 2852 https://github.com/pmorissette/bt Flexible Backtesting for Python. True False False False pmorissette/bt
135 backtrader Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-04-19 21217 21218 https://github.com/backtrader/backtrader Python Backtesting library for trading strategies. True False False False backtrader/backtrader
136 pythalesians Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2016-09-23 63 https://github.com/thalesians/pythalesians Python library to backtest trading strategies, plot charts, seamlessly download market data, analyze market patterns etc. True False False False thalesians/pythalesians
137 pybacktest Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2019-09-09 820 https://github.com/ematvey/pybacktest Vectorized backtesting framework in Python / pandas, designed to make your backtesting easier. True False False False ematvey/pybacktest
138 pyalgotrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-03-05 4648 https://github.com/gbeced/pyalgotrade Python Algorithmic Trading Library. True False False False gbeced/pyalgotrade
154 aat Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-03-30 802 https://github.com/timkpaine/aat Async Algorithmic Trading Engine. True False False False timkpaine/aat
155 Backtesting.py Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 0 https://kernc.github.io/backtesting.py/ Backtest trading strategies in Python. False False False False
156 catalyst Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-09-22 2556 https://github.com/enigmampc/catalyst An Algorithmic Trading Library for Crypto-Assets in Python. True False False False enigmampc/catalyst
157 quantstats Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-01-13 6977 6978 https://github.com/ranaroussi/quantstats Portfolio analytics for quants, written in Python. True False False False ranaroussi/quantstats
158 jquantstats Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-04-21 28 https://github.com/Jebel-Quant/jquantstats Modern variation of quantstats, with additional features and performance improvements. True False False False Jebel-Quant/jquantstats
159 qtpylib Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-03-24 2254 https://github.com/ranaroussi/qtpylib QTPyLib, Pythonic Algorithmic Trading <http://qtpylib.io>. True False False False ranaroussi/qtpylib
160 Quantdom Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2019-03-12 764 https://github.com/constverum/Quantdom Python-based framework for backtesting trading strategies & analyzing financial markets [GUI :neckbeard:.] True False False False constverum/Quantdom
161 freqtrade Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-04-21 49118 49119 https://github.com/freqtrade/freqtrade Free, open source crypto trading bot. True False False False freqtrade/freqtrade
162 algorithmic-trading-with-python Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2021-06-01 3287 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
163 Qlib Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2026-04-21 41081 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
164 machine-learning-for-trading Python Python Trading & Backtesting Trading & Backtesting trading-backtesting 2023-03-05 17111 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
274 Asset News Sentiment Analyzer Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2024-07-27 195 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
275 Social Stock Sentiment API Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 0 https://api.adanos.org/docs REST API analyzing Reddit and X/Twitter for stock mentions and sentiment, providing buzz scores, trending stocks, and AI-generated trend explanations. False False False False
276 CoWorker Fin-Agent Python Python Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2026-04-04 14 https://github.com/ZiwayZhao/agent-coworker LLM-powered A-share stock analysis via P2P agent collaboration. Technical analysis (MA60, volume-price patterns, golden eye), deep research reports using proprietary methodology, and market state summaries. Analysis logic stays private via Skill-as-API protocol. True False False False ZiwayZhao/agent-coworker
277 StockKit TypeScript TypeScript Sentiment Analysis & Alternative Data Sentiment Analysis & Alternative Data sentiment-analysis-alternative-data 2026-03-28 0 https://stockkit.net/ Free AI-powered stock research reports for US, China & HK using Claude Opus and multi-model AI with 20+ technical indicators. [GitHub](https://github.com/kentmswood-ui/stockkit) True False False False kentmswood-ui/stockkit
278 ARCH Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-04-06 1511 https://github.com/bashtage/arch ARCH models in Python. True False False False bashtage/arch
279 statsmodels Python Python Time Series Analysis Time Series Analysis time-series-analysis 2026-04-16 11375 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
280 dynts Python Python Time Series Analysis Time Series Analysis time-series-analysis 2016-11-02 87 https://github.com/quantmind/dynts Python package for timeseries analysis and manipulation. True False False False quantmind/dynts
300 TimeSeries.jl Julia Julia Time Series Analysis Time Series Analysis time-series-analysis 2026-03-30 368 https://github.com/JuliaStats/TimeSeries.jl Time series toolkit for Julia. True False False False JuliaStats/TimeSeries.jl
301 TimeFrames.jl Julia Julia Time Series Analysis Time Series Analysis time-series-analysis 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
302 OpenBB Terminal Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-20 66274 https://github.com/OpenBB-finance/OpenBBTerminal Terminal for investment research for everyone. True False False False OpenBB-finance/OpenBBTerminal
303 Fincept Terminal Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-21 11574 11579 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
304 yfinance Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-16 23130 https://github.com/ranaroussi/yfinance Yahoo! Finance market data downloader (+faster Pandas Datareader). True False False False ranaroussi/yfinance
305 coinpaprika-api-python-client Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-03 17 https://github.com/coinpaprika/coinpaprika-api-python-client Free crypto market data API client. 12,000+ coins, 350+ exchanges, tickers, OHLCV, historical prices. No API key for free tier. True False False False coinpaprika/coinpaprika-api-python-client
306 defeatbeta-api Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-04-17 578 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