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Sklearn Python Packages

Python packages with the GitHub topic sklearn. Sorted by relevance, with stars and monthly downloads.
scikit-learn-contrib
mapie

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

217K 2K 139
sktime
skpro

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

209K 324 184
xorq-labs
xorq

Composable expressions for data

52K 510 27
ploomber
sklearn-evaluation

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

36K 468 55
henrikbostrom
crepes

Python package for conformal prediction

21K 575 45
vzhou842
profanity-check

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

15K 651 122
iamDecode
sklearn-pmml-model

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

12K 78 16
benedekrozemberczki
karateclub

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

12K 2K 256
layerai
layer

Metadata store for Production ML

7K 87 6
ShimantoRahman
empulse

Value-driven and cost-sensitive analysis for scikit-learn

6K 33 3
rodrigo-arenas
sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

6K 361 91
emlearn
emlearn

Machine Learning inference engine for Microcontrollers and Embedded devices

6K 726 73
ZhiningLiu1998
imbalanced-ensemble

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

5K 424 59
kmedian
onehot

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

4K 1 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
Opt-Mucca
pyscipopt-ml

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

3K 42 3
previsionio
previsionio

python wrapper for prevision api

3K 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
nok
sklearn-porter

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

2K 1K 169
shunk031
allennlp-dataframe-mapper

AllenNLP integration for sklearn-pandas

1K 1 0
konstantint
skompiler

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

1K 177 11
GBeurier
nirs4all

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

1K 3 0
EmanuelGoncalves
cy

Python module to analyse CRISPR-based libraries

1K 14 4
vikrantdeshpande09876
anonymized-fraud-detection

A small package to parse and train an ML model for anonymized credit card transactions. Refer to github wikis for more details. Package was built for PythonVirtualenvOperator() on GCP Airflow.

1K 2 1
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