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project,language,languages,category,section,section_slug,last_commit,stars,url,description,github,cran,pypi,commercial,repo
numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-28,31676,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
numpy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-28,31677,https://www.numpy.org,NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy),True,False,False,False,numpy/numpy
scipy,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-28,14569,https://www.scipy.org,"SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy)",True,False,False,False,scipy/scipy
pandas,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-28,48266,https://pandas.pydata.org,"pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas)",True,False,False,False,pandas-dev/pandas
polars,Python,Python,Numerical Libraries & Data Structures,Numerical Libraries & Data Structures,numerical-libraries-data-structures,2026-03-27,37892,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
@@ -100,7 +100,7 @@ Tulipy,Python,Python,Technical Indicators,Technical Indicators,technical-indicat
lppls,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-02-15,451,https://github.com/Boulder-Investment-Technologies/lppls,A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model.,True,False,False,False,Boulder-Investment-Technologies/lppls
talipp,Python,Python,Technical Indicators,Technical Indicators,technical-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,Python,Technical Indicators,Technical Indicators,technical-indicators,2025-04-27,147,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
TA-Lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-16,11814,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib (<http://ta-lib.org/>).,True,False,False,False,mrjbq7/ta-lib
TA-Lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-16,11815,https://github.com/mrjbq7/ta-lib,Python wrapper for TA-Lib (<http://ta-lib.org/>).,True,False,False,False,mrjbq7/ta-lib
ta,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2026-03-18,4920,https://github.com/bukosabino/ta,Technical Analysis Library using Pandas (Python),True,False,False,False,bukosabino/ta
bta-lib,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2020-03-11,494,https://github.com/mementum/bta-lib,Technical Analysis library in pandas for backtesting algotrading and quantitative analysis.,True,False,False,False,mementum/bta-lib
TuneTA,Python,Python,Technical Indicators,Technical Indicators,technical-indicators,2023-10-13,457,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
@@ -367,6 +367,7 @@ fedfred,Python,Python,Market Data & Data Sources,Market Data & Data Sources,mark
edgar-sec,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,,0,https://nikhilxsunder.github.io/edgar-sec/,EDGAR Financial data API with preprocessed dataclass outputs.,False,False,False,False,
edgartools,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-26,1917,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,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-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
uk-sic-codes,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-27,0,https://github.com/borschai/uk-sic-codes,"UK SIC 2007 industry classification code lookup, search, and validation. 731 codes, 21 sections. [PyPI](https://pypi.org/project/uk-sic-codes/)",True,False,False,False,borschai/uk-sic-codes
uk-company-number,Python,Python,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-03-27,0,https://github.com/borschai/uk-company-number,"Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes. [PyPI](https://pypi.org/project/uk-company-number/)",True,False,False,False,borschai/uk-company-number
IBrokers,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2022-11-16,0,https://cran.r-project.org/web/packages/IBrokers/index.html,Provides native R access to Interactive Brokers Trader Workstation API.,False,True,False,False,
Rblpapi,R,R,Market Data & Data Sources,Market Data & Data Sources,market-data-data-sources,2026-01-10,175,https://github.com/Rblp/Rblpapi,An R Interface to 'Bloomberg' is provided via the 'Blp API'.,True,False,False,False,Rblp/Rblpapi
1 project language languages category section section_slug last_commit stars url description github cran pypi commercial repo
2 numpy Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-03-28 31676 31677 https://www.numpy.org NumPy is the fundamental package for scientific computing with Python. [GitHub](https://github.com/numpy/numpy) True False False False numpy/numpy
3 scipy Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-03-28 14569 https://www.scipy.org SciPy (pronounced “Sigh Pie”) is a Python-based ecosystem of open-source software for mathematics, science, and engineering. [GitHub](https://github.com/scipy/scipy) True False False False scipy/scipy
4 pandas Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-03-28 48266 https://pandas.pydata.org pandas is an open source, BSD-licensed library providing high-performance, easy-to-use data structures and data analysis tools for the Python programming language. [GitHub](https://github.com/pandas-dev/pandas) True False False False pandas-dev/pandas
5 polars Python Python Numerical Libraries & Data Structures Numerical Libraries & Data Structures numerical-libraries-data-structures 2026-03-27 37892 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
100 lppls Python Python Technical Indicators Technical Indicators technical-indicators 2026-02-15 451 https://github.com/Boulder-Investment-Technologies/lppls A Python module for fitting the [Log-Periodic Power Law Singularity (LPPLS)](https://en.wikipedia.org/wiki/Didier_Sornette#The_JLS_and_LPPLS_models) model. True False False False Boulder-Investment-Technologies/lppls
101 talipp Python Python Technical Indicators Technical Indicators technical-indicators 2025-09-09 527 https://github.com/nardew/talipp Incremental technical analysis library for Python. True False False False nardew/talipp
102 streaming_indicators Python Python Technical Indicators Technical Indicators technical-indicators 2025-04-27 147 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
103 TA-Lib Python Python Technical Indicators Technical Indicators technical-indicators 2026-03-16 11814 11815 https://github.com/mrjbq7/ta-lib Python wrapper for TA-Lib (<http://ta-lib.org/>). True False False False mrjbq7/ta-lib
104 ta Python Python Technical Indicators Technical Indicators technical-indicators 2026-03-18 4920 https://github.com/bukosabino/ta Technical Analysis Library using Pandas (Python) True False False False bukosabino/ta
105 bta-lib Python Python Technical Indicators Technical Indicators technical-indicators 2020-03-11 494 https://github.com/mementum/bta-lib Technical Analysis library in pandas for backtesting algotrading and quantitative analysis. True False False False mementum/bta-lib
106 TuneTA Python Python Technical Indicators Technical Indicators technical-indicators 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
367 edgar-sec Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 0 https://nikhilxsunder.github.io/edgar-sec/ EDGAR Financial data API with preprocessed dataclass outputs. False False False False
368 edgartools Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-26 1917 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
369 FXMacroData Python Python Market Data & Data Sources Market Data & Data Sources market-data-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
370 uk-sic-codes Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-27 0 https://github.com/borschai/uk-sic-codes UK SIC 2007 industry classification code lookup, search, and validation. 731 codes, 21 sections. [PyPI](https://pypi.org/project/uk-sic-codes/) True False False False borschai/uk-sic-codes
371 uk-company-number Python Python Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-03-27 0 https://github.com/borschai/uk-company-number Validate, format, and identify UK Companies House company numbers. Supports all 27 prefixes. [PyPI](https://pypi.org/project/uk-company-number/) True False False False borschai/uk-company-number
372 IBrokers R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2022-11-16 0 https://cran.r-project.org/web/packages/IBrokers/index.html Provides native R access to Interactive Brokers Trader Workstation API. False True False False
373 Rblpapi R R Market Data & Data Sources Market Data & Data Sources market-data-data-sources 2026-01-10 175 https://github.com/Rblp/Rblpapi An R Interface to 'Bloomberg' is provided via the 'Blp API'. True False False False Rblp/Rblpapi