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Regression Models Python Packages

Python packages with the GitHub topic regression-models. Sorted by relevance, with stars and monthly downloads.
statsmodels
statsmodels

Statsmodels: statistical modeling and econometrics in Python

36.7M 11K 3K
bambinos
bambi

BAyesian Model-Building Interface (Bambi) in Python.

54K 1K 143
uber
orbit-ml

A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.

37K 2K 149
StatsReporting
stargazer

Python implementation of the R stargazer multiple regression model creation tool

12K 209 52
config-i1
greybox

Toolbox for model building and forecasting

3K 31 8
tohtsky
myfm

A Python/C++ implementation of Bayesian Factorization Machines

2K 56 14
bhagatsajan0073
dominance-analysis

This package can be used for dominance analysis or Shapley Value Regression for finding relative importance of predictors on given dataset. This library can be used for key driver analysis or marginal resource allocation models.

2K 172 60
QuentinAndre
pyprocessmacro

A Python library for moderation, mediation and conditional process analysis. Based on Andrew F. Hayes Process Macro.

2K 104 29
stats-tests
statstests

Statstests: a Python package that provides a complement of process and statistical tests for statsmodels statistical models.

1K 11 3
Mamba413
bess

Best Subset Selection algorithm for Regression, Classification, Count, Survival analysis

979 17 2
teanijarv
hlr

HLR - Hierarchical Linear Regression in Python

917 8 3
mfarragher
appelpy

Applied Econometrics Library for Python

774 180 16
ohjeah
sparsereg

a collection of modern sparse (regularized) linear regression algorithms.

761 65 22
glenbreaks
choquet-classifier-glenscalai

Implementation of the Choquet classifier using the scikit-learn API design.

751 1 0
ryo-asashi
midlearn

A scikit-learn compatible Python wrapper of the midr R package

504 2 0
adc-trust-ai
trust-free

TRUST - Decision Trees with Sparse Elastic Net leaves, Random Forest accuracy and automated explanations

481 15 0
fernandezfran
galpynostatic

:zap::battery: A Python/C++ package with physics-based and data-driven models to predict optimal conditions for fast-charging lithium-ion batteries

478 14 3
rnburn
peak-engines

Deterministic algorithms for objective Bayesian inference and hyperparameter optimization

477 62 2
thieu1995
metaperceptron

MetaPerceptron: A Standardized Framework For Metaheuristic-Driven Multi-layer Perceptron Optimization

308 15 1
thieu1995
intelelm

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

301 22 4
pgxcentre
genetest

Python package for efficient genetic association analyses

297 3 2
NeoZett-School
py-math-ext

A Hybrid Symbolic-Numeric Mathematics Engine

256 1 0
radlfabs
flexcv

Python package customizing nested cross validation for tabular data.

200 2 0
kennethleungty
statsassume

Automating Assumption Checks for Regression Models (Work in Progress, Currently Paused)

194 6 0
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