PyRank

Statistical Analysis Python Packages

Python packages with the GitHub topic statistical-analysis. Sorted by relevance, with stars and monthly downloads.
pymc-devs
pymc

Bayesian Modeling and Probabilistic Programming in Python

3.8M 10K 2K
prospector-dev
prospector

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

470K 2K 180
pymc-devs
pymc3

Bayesian Modeling and Probabilistic Programming in Python

342K 10K 2K
maximtrp
scikit-posthocs

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

135K 384 45
bambinos
bambi

BAyesian Model-Building Interface (Bambi) in Python.

56K 1K 145
tirthajyoti
mlr

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

40K 34 10
sepinetam
stata-mcp

Integrate Stata into your agent.

25K 214 32
PyAutoLabs
autofit

PyAutoFit: Classy Probabilistic Programming

24K 65 12
sepandhaghighi
pycm

Multi-class confusion matrix library in Python

17K 2K 126
aeiwz
metbit

Metbit is an python package to analyse metabolomics

9K 3 0
QianyeSu
skyborn

Climate & Atmospheric Science Python Toolkit

9K 59 5
rehanguha
brisque

Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)

6K 110 12
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

6K 96 19
zgbkdlm
tme

Taylor moment expansion in Python

4K 11 0
williambdean
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
theislab
sccoda

A Bayesian model for compositional single-cell data analysis

3K 199 27
CCPBioSim
codeentropy

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

2K 11 3
cbueth
infomeasure

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

2K 72 13
lzkelley
kalepy

Kernel Density Estimation and (re)sampling

2K 64 14
williambdean
pandas-bootstrap

Statistical Bootstrap in Pandas

2K 6 0
joeyagreco
leeger

Instant stats for any fantasy football league.

1K 84 23
avitai
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.

1K 2 0
Arech
benchstats

Statistical Testing for Benchmark Results Comparison

1K 4 0
fjosw
pyerrors

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

1K 56 21