Statistical Analysis Python Packages

pymc

Bayesian Modeling and Probabilistic Programming in Python

1.1M 10K 2K

prospector

Inspects Python source files and provides information about type and location of classes, methods etc

433K 2K 180

pymc3

Bayesian Modeling and Probabilistic Programming in Python

321K 10K 2K

scikit-posthocs

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

122K 380 44

autofit

PyAutoFit: Classy Probabilistic Programming

69K 64 12

bambi

BAyesian Model-Building Interface (Bambi) in Python.

54K 1K 143

mlr

Multiple linear regression with statistical inference, residual analysis, direct CSV loading, and other features

22K 35 10

skyborn

Climate & Atmospheric Science Python Toolkit

21K 55 5

stata-mcp

Let LLM help you achieve your regression with Stata. Evolve from reg monkey to causal thinker.

21K 169 27

pycm

Multi-class confusion matrix library in Python

17K 2K 125

pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18

brisque

Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)

6K 106 12

calibrax

Unified benchmarking and profiling framework for the JAX scientific ML ecosystem. Timing, GPU/energy monitoring, FLOPS counting, roofline analysis, statistical testing, regression detection, and CI integration.

4K 1 0

codeentropy

Python package for calculating configurational entropy from molecular dynamics simulations using the multiscale cell correlation method.

4K 11 2

infomeasure

Python package for calculating various information measures, including entropy, mutual information, transfer entropy, and more, with support for both discrete and continuous variables.

3K 70 12

conjugate-models

Fast Bayesian Inference in Python. 50+ conjugate models with vectorized updates, sufficient statistic helpers, built-in plotting, and SciPy integration.

3K 52 4