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Regression Python Packages

Python packages with the GitHub topic regression. Sorted by relevance, with stars and monthly downloads.
microsoft
flaml

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

960K 4K 560
pycaret
pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

471K 10K 2K
bashtage
linearmodels

Additional linear models including instrumental variable and panel data models that are missing from statsmodels.

387K 1K 190
ottenbreit-data-science
aplr

APLR builds predictive, interpretable regression and classification models using Automatic Piecewise Linear Regression. It often rivals tree-based methods in predictive accuracy while offering smoother and interpretable predictions.

224K 23 5
scikit-learn-contrib
mapie

A scikit-learn-compatible library for estimating prediction intervals and controlling risks, based on conformal predictions.

217K 2K 139
tensorly
tensorly

TensorLy: Tensor Learning in Python.

217K 2K 302
sktime
skpro

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

209K 324 184
chasmani
piecewise-regression

piecewise-regression (aka segmented regression) in python. For fitting straight line models to data with one or more breakpoints where the gradient changes.

136K 127 26
biolab
orange3

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

100K 6K 1K
AlexanderFabisch
gmr

Gaussian Mixture Regression

92K 201 51
py-econometrics
pyfixest

Fast High-Dimensional Fixed Effects Regression in Python following fixest-syntax

74K 325 87
uber
orbit-ml

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

37K 2K 149
GAA-UAM
scikit-fda

Functional Data Analysis Python package

26K 344 64
shankarpandala
lazypredict

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

24K 3K 371
timeseriesAI
tsai

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

22K 6K 717
tirthajyoti
mlr

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

22K 35 10
henrikbostrom
crepes

Python package for conformal prediction

21K 575 45
thieu1995
permetrics

Artificial intelligence (AI, ML, DL) performance metrics implemented in Python

19K 91 22
iloveitaly
pytest-playwright-visual-snapshot

Easy pytest visual regression testing using playwright

19K 12 9
UBC-MDS
regscorepy

This is the repo for a python package that does model comparison between different regression models.

16K 22 4
crillab
pyxai

PyXAI (Python eXplainable AI) is a Python library (version 3.6 or later) allowing to bring formal explanations suited to (regression or classification) tree-based ML models (Decision Trees, Random Forests, Boosted Trees, ...).

15K 39 4
HugoMVale
odrpack

Python bindings for the modernized version of odrpack95.

15K 22 2
python-coincidence
coincidence

Helper functions for pytest.

15K 3 2
nickkunz
smogn

Synthetic Minority Over-Sampling Technique for Regression

14K 347 85
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