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sktime
skpro

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

210K 323 184
scikit-learn-contrib
mapie

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

167K 2K 136
ploomber
sklearn-evaluation

Machine learning model evaluation made easy: plots, tables, HTML reports, experiment tracking and Jupyter notebook analysis.

69K 468 55
henrikbostrom
crepes

Python package for conformal prediction

27K 575 44
vzhou842
profanity-check

A fast, robust Python library to check for offensive language in strings.

18K 651 123
xorq-labs
xorq

Composable expressions for data

18K 507 28
layerai
layer

Metadata store for Production ML

17K 88 6
iamDecode
sklearn-pmml-model

A library to parse and convert PMML models into Scikit-learn estimators.

13K 78 16
benedekrozemberczki
karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

10K 2K 257
emlearn
emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

6K 723 73
ZhiningLiu1998
imbalanced-ensemble

[NeurIPS'25]🛠️Class-imbalanced Ensemble Learning Toolbox. | 类别不平衡/长尾机器学习库

6K 423 59
rodrigo-arenas
sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

5K 359 91
kmedian
onehot

One-Hot encoder with sklearn-ish API interface that process mixed string and numeric labels directly.

4K 1 0
GBeurier
nirs4all

A comprehensive Python library for Near-Infrared Spectroscopy (NIRS) data analysis with ML/DL pipelines.

3K 3 0
neptune-ai
neptune-sklearn

Experiment tracking for scikit-learn. 🧩 Log, organize, visualize and compare model metrics, parameters, dataset versions, and more.

3K 7 3
rannd1nt
phaethon

End-to-End Physics-Constrained Scientific Computing & Sci-ML Framework

3K 4 0
previsionio
previsionio

Prevision.io sdk

2K 8 3
AutoViML
auto-ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

2K 767 119
Opt-Mucca
pyscipopt-ml

Python interface to automatically formulate Machine Learning models into Mixed-Integer Programs

2K 42 3
nok
sklearn-porter

Transpile trained scikit-learn estimators to C, Java, JavaScript and others.

2K 1K 169
Sinapsis-AI
sinapsis-data-readers

Mono repo with several data tooling subpackages to load/save/manipulate data in sinapsis

1K 27 7
robinthibaut
skbel

SKBEL - Bayesian Evidential Learning framework built on top of scikit-learn.

1K 26 5
konstantint
skompiler

A tool for compiling trained SKLearn models into other representations (such as SQL, Sympy or Excel formulas)

1K 177 11
Sinapsis-AI
sinapsis-data-tools

Mono repo with several data tooling subpackages to load/save/manipulate data in sinapsis

1K 27 7
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