8 Best Vanilla Python Statistics Libraries

List hand-picked by Openbase Experts
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scikit-learn

scikit-learn: machine learning in Python

new BSD

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

Academic Free License

statsmodels

Statsmodels: statistical modeling and econometrics in Python

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

pyflux

Open source time series library for Python

boltons

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

8 Best Vanilla Python Statistics Libraries

List hand-picked by Openbase ExpertsLearn More

scikit-learn

scikit-learn: machine learning in Python

pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

statsmodels

Statsmodels: statistical modeling and econometrics in Python

pgmpy

Python Library for learning (Structure and Parameter), inference (Probabilistic and Causal), and simulations in Bayesian Networks.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

sweetviz

Visualize and compare datasets, target values and associations, with one line of code.

pyflux

Open source time series library for Python

boltons

🔩 Like builtins, but boltons. 250+ constructs, recipes, and snippets which extend (and rely on nothing but) the Python standard library. Nothing like Michael Bolton.

List hand-picked by Openbase Experts
Learn More