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Awesome lists tracked
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Filters by observed commit-count growth over the repository's latest 7-day capture window. Repositories without a recent baseline are excluded.
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lukasmasuch/best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

Updated
2026-08-13
Lists
2 list mentions
First commit
2020-11-29
History
6 history points
License
CC-BY-SA-4.0
Issues
54 open
Forks
3,143
Commits
628 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
autogluon/autogluon

Fast and Accurate ML in 3 Lines of Code

Updated
2026-09-04
Lists
2 list mentions
First commit
2019-05-08
History
9 history points
License
Apache-2.0
Issues
385 open
Forks
1,185
Commits
3,026 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
EpistasisLab/tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

Updated
2025-09-11
Lists
2 list mentions
First commit
2023-03-24
History
8 history points
License
LGPL-3.0
Issues
312 open
Forks
1,562
Commits
551 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
pycaret/pycaret

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

AI dev
Updated
2026-07-23
Lists
2 list mentions
First commit
2019-11-23
History
8 history points
License
NOASSERTION
Issues
32 open
Forks
1,845
Commits
5,492 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
automl/auto-sklearn

Automated Machine Learning with scikit-learn

Updated
2026-06-29
Lists
1 list mention
First commit
2014-05-19
History
8 history points
License
BSD-3-Clause
Issues
207 open
Forks
1,324
Commits
2,759 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
alteryx/featuretools

An open source python library for automated feature engineering

Updated
2026-07-27
Lists
2 list mentions
First commit
2017-09-09
History
9 history points
License
BSD-3-Clause
Issues
169 open
Forks
914
Commits
1,380 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
h2oai/h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

AI dev
Updated
2026-09-02
Lists
3 list mentions
First commit
2014-03-03
History
10 history points
License
Apache-2.0
Issues
2,883 open
Forks
2,024
Commits
32,841 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
zenml-io/zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

AI dev
Updated
2026-08-11
Lists
3 list mentions
First commit
2020-11-19
History
2 history points
License
Apache-2.0
Issues
150 open
Forks
648
Commits
8,925 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Marker-Inc-Korea/AutoRAG

AutoRAG: Now your agent can find anything in your computer. It gets smarter if you are using it frequently.

AI dev
Updated
2026-09-12
Lists
3 list mentions
First commit
2024-01-10
History
7 history points
License
NOASSERTION
Issues
134 open
Forks
433
Commits
1,079 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
Nixtla/statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

Updated
2026-09-09
Lists
2 list mentions
First commit
2021-11-17
History
9 history points
License
Apache-2.0
Issues
152 open
Forks
389
Commits
1,468 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/FLAML

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

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2020-12-04
History
7 history points
License
MIT
Issues
179 open
Forks
563
Commits
903 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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

Updated
2026-08-29
Lists
0 list mentions
First commit
2019-11-16
History
42 history points
License
MIT
Issues
1 open
Forks
365
Commits
408 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
nidhaloff/igel

a delightful machine learning tool that allows you to train, test, and use models without writing code

Updated
2025-12-07
Lists
1 list mention
First commit
2020-08-27
History
40 history points
License
MIT
Issues
18 open
Forks
210
Commits
431 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
metarank/metarank

A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine

Updated
2025-09-24
Lists
1 list mention
First commit
2020-08-19
History
4 history points
License
Apache-2.0
Issues
134 open
Forks
108
Commits
1,024 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AutoViML/AutoViz

Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

Updated
2024-06-10
Lists
2 list mentions
First commit
2019-07-17
History
8 history points
License
Apache-2.0
Issues
2 open
Forks
214
Commits
223 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
kubeflow/katib

Automated Machine Learning on Kubernetes

Updated
2026-09-07
Lists
1 list mention
First commit
2018-04-03
History
7 history points
License
Apache-2.0
Issues
116 open
Forks
540
Commits
1,377 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
AxeldeRomblay/MLBox

MLBox is a powerful Automated Machine Learning python library.

Updated
2023-08-06
Lists
1 list mention
First commit
2017-06-01
History
8 history points
License
NOASSERTION
Issues
28 open
Forks
273
Commits
1,121 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
automl/SMAC3

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

Updated
2026-08-23
Lists
1 list mention
First commit
2015-09-08
History
8 history points
License
NOASSERTION
Issues
127 open
Forks
245
Commits
2,831 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
THUMNLab/AutoGL

An autoML framework & toolkit for machine learning on graphs.

Updated
2025-11-20
Lists
1 list mention
First commit
2020-11-30
History
8 history points
License
Apache-2.0
Issues
22 open
Forks
125
Commits
744 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
rodrigo-arenas/Sklearn-genetic-opt

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

AI dev
Updated
2026-08-05
Lists
2 list mentions
First commit
2020-01-18
History
8 history points
License
MIT
Issues
16 open
Forks
137
Commits
789 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history