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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.

950K 4K 560
pycaret
pycaret

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

467K 10K 2K
bashtage
linearmodels

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

384K 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.

218K 23 5
sktime
skpro

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

212K 323 184
tensorly
tensorly

TensorLy: Tensor Learning in Python.

192K 2K 302
scikit-learn-contrib
mapie

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

172K 2K 136
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.

141K 127 26
biolab
orange3

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

100K 6K 1K
py-econometrics
pyfixest

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

92K 318 84
AlexanderFabisch
gmr

Gaussian Mixture Regression

92K 201 51
GAA-UAM
scikit-fda

Functional Data Analysis Python package

43K 344 63
uber
orbit-ml

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

31K 2K 148
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

28K 3K 370
henrikbostrom
crepes

Python package for conformal prediction

27K 575 44
jolars
sortedl1

Python package for Sorted L-One Penalized Estimation (SLOPE)

22K 3 1
mlpack
mlpack

mlpack: a fast, header-only C++ machine learning library

21K 6K 2K
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

21K 6K 717
postgresml
pgml

Postgres with GPUs for ML/AI apps.

20K 7K 361
HugoMVale
odrpack

Python bindings for the modernized version of odrpack95.

19K 20 2
python-coincidence
coincidence

Helper functions for pytest.

17K 3 2
tirthajyoti
mlr

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

17K 34 11
thieu1995
permetrics

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

16K 91 22
iloveitaly
pytest-playwright-visual-snapshot

Easy pytest visual regression testing using playwright

15K 12 9
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