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Statistical Models Python Packages

Python packages with the GitHub topic statistical-models. Sorted by relevance, with stars and monthly downloads.
argmaxml
conjugate-prior

Implementation of the conjugate prior table for Bayesian Statistics

25K 52 7
TommasoBelluzzo
pydtmc

A library for discrete-time Markov chains analysis.

8K 94 18
tommyod
generalized-additive-models

Generalized Additive Models in Python.

1K 21 1
g-walley
cegpy

Package for creating, manipulating, and analysing Chain Event Graphs. Built on networkx.

1K 12 3
kaitumisuuringute-keskus
brmspy

Python-first access to R’s brms with proper parameter names, ArviZ support, and cmdstanr performance. The easiest way to run brms models from Python.

964 14 1
mfarragher
appelpy

Applied Econometrics Library for Python

774 180 16
Kukuster
ci-methods-analyser

Analyse efficacy of your own confidence interval (CI) methods

580 0 0
soubhiksanyal
flame-pytorch

PyTorch implementation of the 3D FLAME model.

411 800 100
shotahorii
bareml

A Python module containing various machine learning algorithms.

366 8 1
ihmeuw-msca
pydisagg

pydisagg is a Python package for disaggregating estimated count observations across groups under generalized proportionality assumptions.

336 3 0
posterior
goftests

Generic goodness of fit tests for random plain old data

296 11 7
tjhunter
levy-stable-jax

Lévy's alpha-stable distribution for the Jax numerical framework

284 2 0
jordan-melendez
buqeyemodel

A Bayesian model of series convergence using Gaussian sums

251 13 4
mlandis
phyddle

Software for phylogenetic model exploration with deep learning

200 11 0
ActurialCapital
python-synthetica

Generate synthetic time series data.

197 6 3
ag-ds-bubble
tseuler

A library for Time-Series exploration, analysis & modelling.

169 17 1
srebughini
asalix

A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey

167 7 0
davbyr
paratc

Functions for creating parametric tropical cyclone models.

120 9 1
Hermann-web
stat-analysis

A Python library providing hands on implementation of a collection of common statistical methods for data analysis.

74 0 0
jpceia
maxlike

Python package to model count data through maximum likelihood estimation.

65 3 2
jordan-melendez
gsum

A Bayesian model of series convergence using Gaussian sums

39 13 4
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