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The Top 20 Python Statistics Econometrics Open Source Projects

Open source projects categorized as Python Statistics Econometrics
Categories > Econometrics
Categories > Data Processing > Statistics
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35most recent commit 3 months agopypi statsmodels} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27most recent commit 3 months agopypi statsforecast} Downloads
Hyperlearn ⭐ 1,387
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
most recent commit 2 years ago
Fecon235 ⭐ 622
Notebooks for financial economics. Keywords: Jupyter notebook pandas Federal Reserve FRED Ferbus GDP CPI PCE inflation unemployment wage income debt Case-Shiller housing asset portfolio equities SPX bonds TIPS rates currency FX euro EUR USD JPY yen XAU gold Brent WTI oil Holt-Winters time-series forecasting statistics econometrics
most recent commit 5 years ago
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15most recent commit 3 months agopypi hierarchicalforecast} Downloads
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17most recent commit 3 months ago
Data Science Toolkit ⭐ 185
Collection of stats, modeling, and data science tools in Python and R.
most recent commit 2 years ago
Appelpy ⭐ 124
Applied Econometrics Library for Python
total releases 12most recent commit 4 years ago
Econtools ⭐ 84
Econometrics and data manipulation functions.
most recent commit 3 years ago
Econometrics With Python ⭐ 77
Tutorials of econometrics featuring Python programming. This is a crash course for reviewing the most important concepts and techniques of basic econometrics, the theories are presented lightly without hustles of derivation and Python codes are straightforward.
most recent commit a year ago
Fecon236 ⭐ 55
Tools for financial economics. Curated wrapper over Python ecosystem. Source code for fecon235 Jupyter notebooks.
total releases 20most recent commit 5 years ago
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35most recent commit 5 months ago
Spreg ⭐ 51
Spatial econometric regression in Python
dependent packages 7total releases 18most recent commit 5 months agopypi spreg} Downloads
Machine Learning For Economic Analysis ⭐ 23
Material for the exercise sessions of master course Machine Learning for Economic Analysis @UZH
most recent commit 2 years ago
Specification_curve ⭐ 15
Specification Curve is a Python package that performs specification curve analysis: exploring how a coefficient varies under multiple different specifications of a statistical model.
most recent commit 3 months ago
Causal Inference For Data Scientists ⭐ 15
Notebooks of Python and R code which illustrates basic causal inference using simulated data
most recent commit 5 years ago
Hdfe ⭐ 13
dependent packages 1total releases 2most recent commit 4 years agopypi hdfe} Downloads
Econometrics ⭐ 11
Repositorio de la clase de Econometría I · Facultad de Economía · UNAM · Semestre 2023-2
most recent commit a year ago
Doubleml Serverless ⭐ 10
DoubleML-Serverless - Distributed Double Machine Learning with a Serverless Architecture
most recent commit a year ago
Statinf ⭐ 6
Python Library for Econometrics and Advanced Statistics
dependent packages 1total releases 44most recent commit 8 months agopypi statinf} Downloads
The 6 Most Depended On Python Statistics Econometrics Open Source Projects
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Spreg ⭐ 51
Spatial econometric regression in Python
dependent packages 7total releases 18latest release November 07, 2023most recent commit 5 months agopypi spreg} Downloads
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Hdfe ⭐ 13
dependent packages 1total releases 2latest release March 15, 2020most recent commit 4 years agopypi hdfe} Downloads
Statinf ⭐ 6
Python Library for Econometrics and Advanced Statistics
dependent packages 1total releases 44latest release August 18, 2023most recent commit 8 months agopypi statinf} Downloads
The 10 Latest Releases In Python Statistics Econometrics Open Source Projects
Hierarchicalforecast ⭐ 473
Probabilistic Hierarchical forecasting 👑 with statistical and econometric methods.
dependent packages 4total releases 15latest release November 21, 2023most recent commit 3 months agopypi hierarchicalforecast} Downloads
Spreg ⭐ 51
Spatial econometric regression in Python
dependent packages 7total releases 18latest release November 07, 2023most recent commit 5 months agopypi spreg} Downloads
Doubleml For Py ⭐ 365
DoubleML - Double Machine Learning in Python
total releases 17latest release September 18, 2023most recent commit 3 months ago
Statsforecast ⭐ 3,339
Lightning ⚡️ fast forecasting with statistical and econometric models.
dependent packages 26total releases 27latest release August 23, 2023most recent commit 3 months agopypi statsforecast} Downloads
Statinf ⭐ 6
Python Library for Econometrics and Advanced Statistics
dependent packages 1total releases 44latest release August 18, 2023most recent commit 8 months agopypi statinf} Downloads
Statsmodels ⭐ 9,242
Statsmodels: statistical modeling and econometrics in Python
dependent packages 2,135total releases 35latest release May 05, 2023most recent commit 3 months agopypi statsmodels} Downloads
Causeinfer ⭐ 54
Machine learning based causal inference/uplift in Python
total releases 35latest release July 09, 2022most recent commit 5 months ago
Hdfe ⭐ 13
dependent packages 1total releases 2latest release March 15, 2020most recent commit 4 years agopypi hdfe} Downloads
Appelpy ⭐ 124
Applied Econometrics Library for Python
total releases 12latest release February 18, 2020most recent commit 4 years ago
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