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21,464
Awesome lists tracked
149
Current results
45

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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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microsoft/ML-For-Beginners

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

AI dev
Updated
2026-09-12
Lists
1 list mention
First commit
2021-02-05
History
7 history points
License
MIT
Issues
21 open
Forks
22,281
Commits
2,357 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
jakevdp/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

Updated
2024-06-26
Lists
1 list mention
First commit
2016-08-10
History
1 history point
License
MIT
Issues
225 open
Forks
19,152
Commits
235 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
lukasmasuch/best-of-ml-python

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

Updated
2026-10-01
Lists
2 list mentions
First commit
2020-11-29
History
7 history points
License
CC-BY-SA-4.0
Issues
58 open
Forks
3,150
Commits
628 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/onnxruntime

ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator

AI dev
Updated
2026-09-09
Lists
1 list mention
First commit
2018-11-20
History
7 history points
License
MIT
Issues
1,709 open
Forks
4,209
Commits
15,394 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
onnx/onnx

Open standard for machine learning interoperability

AI dev
Updated
2026-09-09
Lists
2 list mentions
First commit
2017-09-07
History
9 history points
License
Apache-2.0
Issues
242 open
Forks
4,029
Commits
4,064 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
sktime/sktime

A unified framework for machine learning with time series

Updated
2026-10-17
Lists
4 list mentions
First commit
2018-11-18
History
189 history points
License
BSD-3-Clause
Issues
2,655 open
Forks
2,440
Commits
6,533 commits
Star growth, last 7 days
+7 +0.1%
Commit velocity, last 7 days
+15 +0.2%
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
9 history points
License
LGPL-3.0
Issues
311 open
Forks
1,559
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
9 history points
License
NOASSERTION
Issues
34 open
Forks
1,842
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
2026-09-15
Lists
1 list mention
First commit
2014-05-19
History
9 history points
License
BSD-3-Clause
Issues
209 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
interpretml/interpret

Fit interpretable models. Explain blackbox machine learning.

AI dev
Updated
2026-09-07
Lists
3 list mentions
First commit
2019-05-03
History
9 history points
License
MIT
Issues
42 open
Forks
788
Commits
3,970 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
skorch-dev/skorch

A scikit-learn compatible neural network library that wraps PyTorch

Updated
2026-09-08
Lists
3 list mentions
First commit
2017-07-18
History
9 history points
License
BSD-3-Clause
Issues
63 open
Forks
417
Commits
1,148 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
DistrictDataLabs/yellowbrick

Visual analysis and diagnostic tools to facilitate machine learning model selection.

Updated
2025-02-19
Lists
1 list mention
First commit
2016-05-18
History
9 history points
License
Apache-2.0
Issues
117 open
Forks
570
Commits
901 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
No 7-day history
Commit velocity, last 7 days
No 7-day history
ml-tooling/ml-workspace

🛠 All-in-one web-based IDE specialized for machine learning and data science.

Updated
2024-07-26
Lists
3 list mentions
First commit
2019-05-27
History
8 history points
License
Apache-2.0
Issues
0 open
Forks
456
Commits
847 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
No 7-day history
Commit velocity, last 7 days
No 7-day history
BayesWitnesses/m2cgen

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

Updated
2024-08-03
Lists
5 list mentions
First commit
2019-01-13
History
8 history points
License
MIT
Issues
62 open
Forks
264
Commits
376 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
scikit-optimize/scikit-optimize

Sequential model-based optimization with a `scipy.optimize` interface

Archived
Updated
2024-02-23
Lists
1 list mention
First commit
2016-03-20
History
9 history points
License
BSD-3-Clause
Issues
318 open
Forks
555
Commits
1,570 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
TeamHG-Memex/eli5

A library for debugging/inspecting machine learning classifiers and explaining their predictions

AI dev
Updated
2026-04-08
Lists
2 list mentions
First commit
2016-09-15
History
9 history points
License
MIT
Issues
162 open
Forks
325
Commits
1,268 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
unslothai/hyperlearn

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

Updated
2024-11-19
Lists
1 list mention
First commit
2018-08-27
History
9 history points
License
Apache-2.0
Issues
2 open
Forks
169
Commits
264 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
skfolio/skfolio

Python library for portfolio optimization built on top of scikit-learn

Updated
2026-09-29
Lists
1 list mention
First commit
2023-12-14
History
5 history points
License
BSD-3-Clause
Issues
36 open
Forks
264
Commits
463 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
reiinakano/scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

Updated
2024-08-20
Lists
2 list mentions
First commit
2017-02-04
History
9 history points
License
MIT
Issues
32 open
Forks
284
Commits
130 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
modAL-python/modAL

A modular active learning framework for Python

Updated
2024-02-26
Lists
2 list mentions
First commit
2017-11-14
History
9 history points
License
MIT
Issues
108 open
Forks
322
Commits
739 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
feature-engine/feature_engine

Feature engineering and selection open-source Python library compatible with sklearn.

Updated
2026-08-30
Lists
4 list mentions
First commit
2019-03-24
History
12 history points
License
BSD-3-Clause
Issues
97 open
Forks
369
Commits
452 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
9 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