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

443K 2K 180

pymc3

Bayesian Modeling and Probabilistic Programming in Python

326K 10K 2K

scikit-posthocs

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

119K 380 43

autofit

PyAutoFit: Classy Probabilistic Programming

91K 64 12

bambi

BAyesian Model-Building Interface (Bambi) in Python.

52K 1K 143

skyborn

Climate & Atmospheric Science Python Toolkit

18K 52 5

stata-mcp

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

17K 157 26

pycm

Multi-class confusion matrix library in Python

17K 2K 125

mlr

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

17K 34 11

pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18

brisque

Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)

7K 106 12

metbit

Metabolomics data analysis and visualization tools.

6K 2 0

skyborn-cdo

Pre-compiled CDO (Climate Data Operators) binary distributed as a Python package — backend for Skyborn

4K 4 1

codeentropy

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

3K 11 2

pyerrors

Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.

3K 52 21

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.

3K 1 0

pandas-bootstrap

Statistical Bootstrap in Pandas

2K 5 0

conjugate-models

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

2K 50 4