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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

1.1M 10K 2K
prospector-dev
prospector

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

433K 2K 180
pymc-devs
pymc3

Bayesian Modeling and Probabilistic Programming in Python

321K 10K 2K
maximtrp
scikit-posthocs

Multiple Pairwise Comparisons (Post Hoc) Tests in Python

122K 380 44
PyAutoLabs
autofit

PyAutoFit: Classy Probabilistic Programming

69K 64 12
bambinos
bambi

BAyesian Model-Building Interface (Bambi) in Python.

54K 1K 143
tirthajyoti
mlr

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

22K 35 10
QianyeSu
skyborn

Climate & Atmospheric Science Python Toolkit

21K 55 5
sepinetam
stata-mcp

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

21K 169 27
sepandhaghighi
pycm

Multi-class confusion matrix library in Python

17K 2K 125
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18
rehanguha
brisque

Blind/Referenceless Image Spatial QUality Evaluator (BRISQUE)

6K 106 12
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.

4K 1 0
CCPBioSim
codeentropy

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

4K 11 2
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.

3K 70 12
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
aeiwz
metbit

Metabolomics data analysis and visualization tools.

3K 2 0
QianyeSu
skyborn-cdo

pip-installable Python wrapper for CDO (Climate Data Operators) with pre-compiled binaries for Linux, macOS, and Windows

2K 4 1
williambdean
pandas-bootstrap

Statistical Bootstrap in Pandas

2K 5 0
theislab
sccoda

A Bayesian model for compositional single-cell data analysis

2K 196 27
zgbkdlm
tme

Taylor moment expansion in Python

2K 11 0
fjosw
pyerrors

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

2K 53 21
jo-phil
hopkins-statistic

A Python package for computing the Hopkins statistic to assess clustering tendency.

1K 1 0
joeyagreco
leeger

Instant stats for any fantasy football league.

1K 83 23
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