2 projects
Statistical Modeling Libraries
Libraries that provide tools for building and analyzing statistical models, including formula specification, design matrices, and model fitting interfaces. These libraries serve as the foundation for statistical analysis and machine learning workflows.
3,373 contributors
$24M
Most contributors
statsmodels
Statsmodels is a Python library for statistical modeling and econometrics that provides classes and functions for estimating various statistical models, conducting statistical tests, and exploring statistical data. It includes linear regression models, time series analysis, discrete choice models, and many other statistical methods.
Contributors
3,373
Organizations
607
Software value
$24M
Patsy
Describing statistical models in Python using symbolic formulas
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