Hypothesis Testing Python Packages

statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.3M 11K 3K

pandera

A light-weight, flexible, and expressive statistical data testing library

8.7M 4K 395

hyppo

Python package for multivariate hypothesis testing

153K 249 93

distfit

distfit is a python library for probability density fitting.

30K 415 34

scitex-stats

Publication-ready statistical testing with 23 tests, effect sizes, power analysis, and APA formatting

18K 0 0

d8s-hypothesis

Democritus functions for working with Hypothesis (https://hypothesis.readthedocs.io/en/latest/).

17K 0 1

satvu

Lightweight API Client SDK for interacting with SatVu's APIs

4K 2 0

experiment-toolkit

Small, well-tested utilities for online controlled experiments: sample size, CUPED, sequential testing, delta-method variance.

1K 0 0

qube2

Community version of quantitative backtesting framework

1K 12 4

hypothesize

Robust statistics in Python

994 68 4

deepsig

Enabling easy statistical significance testing for deep neural networks.

917 340 20

faultmap

Automatically discover where and why your LLM is failing — embedding-space clustering + statistical hypothesis testing to surface input slices with elevated failure rates and audit test suite coverage gaps.

803 1 0

pystatpower

A Power Analysis and Sample Size Calculation Toolkit for Python

660 1 0

copent

Estimating Copula Entropy (Mutual Information), Transfer Entropy (Conditional Mutual Information), and the statistics for multivariate normality test and two-sample test, and change point detection in Python

656 168 31