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statsmodels
statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.3M 11K 3K
pandera-dev
pandera

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

8.7M 4K 395
neurodata
hyppo

Python package for multivariate hypothesis testing

153K 249 93
erdogant
distfit

distfit is a python library for probability density fitting.

30K 415 34
ywatanabe1989
scitex-stats

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

18K 0 0
democritus-project
d8s-hypothesis

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

17K 0 1
SatelliteVu
satvu

Lightweight API Client SDK for interacting with SatVu's APIs

4K 2 0
wavde
experiment-toolkit

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

1K 0 0
dmarienko
qube2

Community version of quantitative backtesting framework

1K 12 4
Alcampopiano
hypothesize

Robust statistics in Python

994 68 4
Kaleidophon
deepsig

Enabling easy statistical significance testing for deep neural networks.

917 340 20
gabonavarroo
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
Snoopy1866
pystatpower

A Power Analysis and Sample Size Calculation Toolkit for Python

660 1 0
majianthu
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
HardMax71
pydantic-neomodel-dict

Pydantic ↔ Neomodel OGM ↔ Python Dict Converter

600 6 2
estebanrucan
estyp

Extended Statistical Toolkit Yet Practical

557 5 0
0todd0000
rft1d

One-Dimensional Random Field Theory in Python

536 3 3
neurodata
mgcpy

Python package for multivariate hypothesis testing

474 249 93
posterior
goftests

Goodness of fit tests for general datatypes

418 11 7
shenxiangzhuang
mppt

A Modern Python Package Template

371 35 2
statmlben
dnn-inference

Significance tests of feature relevance for a black-box learner

333 20 4
lingfeiwang
normalisr

Normalisr Offers Robust Modelling of Associations Linearly In Single-cell RNA-seq

277 21 4
ligurio
lark-grammars

Grammars suitable for lark parser and Hypothesis

173 54 4
openmined
pystatdp

Statistical Counterexample Detector for Differentially Private Mechanisms

141 8 3
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