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21,464
Awesome lists tracked
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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
pathwaycom/pathway

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Updated
2026-10-16
Lists
5 list mentions
First commit
2023-07-21
History
11 history points
License
NOASSERTION
Issues
37 open
Forks
1,683
Commits
2,312 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
trekhleb/homemade-machine-learning

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Updated
2025-11-23
Lists
2 list mentions
First commit
2018-11-01
History
7 history points
License
MIT
Issues
30 open
Forks
4,189
Commits
255 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
tslearn-team/tslearn

The machine learning toolkit for time series analysis in Python

Updated
2026-10-05
Lists
1 list mention
First commit
2017-05-03
History
9 history points
License
BSD-2-Clause
Issues
87 open
Forks
391
Commits
1,803 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
stellargraph/stellargraph

StellarGraph - Machine Learning on Graphs

Updated
2024-04-10
Lists
2 list mentions
First commit
2018-04-13
History
9 history points
License
Apache-2.0
Issues
326 open
Forks
442
Commits
2,535 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
hesamsheikh/ml-retreat

Machine Learning Journal for Intermediate to Advanced Topics.

Updated
2025-09-08
Lists
1 list mention
First commit
2024-09-18
History
1 history point
License
Unknown
Issues
0 open
Forks
252
Commits
71 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
100/Solid

🎯 A comprehensive gradient-free optimization framework written in Python

Updated
2019-07-19
Lists
1 list mention
First commit
2017-06-12
History
9 history points
License
MIT
Issues
7 open
Forks
60
Commits
50 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Sahith02/machine-learning-algorithms

A curated list of all machine learning algorithms and deep learning algorithms grouped by category.

Updated
2022-02-26
Lists
1 list mention
First commit
2020-06-26
History
5 history points
License
Unknown
Issues
1 open
Forks
48
Commits
8 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
AICoE/log-anomaly-detector

Log Anomaly Detection - Machine learning to detect abnormal events logs

Archived
Updated
2023-04-21
Lists
1 list mention
First commit
2018-07-18
History
1 history point
License
GPL-3.0
Issues
3 open
Forks
138
Commits
465 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
aurimas13/Machine-Learning-Goodness

The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.

Updated
2026-01-05
Lists
2 list mentions
First commit
2023-01-02
History
8 history points
License
MIT
Issues
1 open
Forks
46
Commits
711 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
jaswinder9051998/zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

Updated
2026-01-09
Lists
1 list mention
First commit
2020-07-11
History
3 history points
License
Apache-2.0
Issues
22 open
Forks
47
Commits
264 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
cosmicbboy/themis-ml

A library that implements fairness-aware machine learning algorithms

Archived
Updated
2020-10-21
Lists
0 list mentions
First commit
2017-08-26
History
10 history points
License
MIT
Issues
14 open
Forks
27
Commits
65 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
cosmicBboy/themis-ml

A library that implements fairness-aware machine learning algorithms

Archived
Updated
2020-10-21
Lists
1 list mention
First commit
2017-08-26
History
8 history points
License
MIT
Issues
14 open
Forks
27
Commits
65 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history