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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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Promote a GitHub repo at the top of Awesome repository list views for 7 days.

lightgbm-org/LightGBM

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Updated
2026-09-08
Lists
3 list mentions
First commit
2016-08-05
History
12 history points
License
MIT
Issues
511 open
Forks
4,065
Commits
3,877 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/SynapseML

Simple and Distributed Machine Learning Python Library porting ML algorithms for Spark

AI dev
Updated
2026-09-08
Lists
1 list mention
First commit
2017-06-02
History
7 history points
License
MIT
Issues
149 open
Forks
869
Commits
1,970 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
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
skforecast/skforecast

Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models

AI dev
Updated
2026-10-05
Lists
2 list mentions
First commit
2021-02-13
History
9 history points
License
BSD-3-Clause
Issues
17 open
Forks
203
Commits
6,574 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
9 history points
License
NOASSERTION
Issues
28 open
Forks
272
Commits
1,121 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
stefanoviana/deepalpha

AI crypto trading bot with deep neural network (84.9% accuracy, 25 coins). BiLSTM + Attention trained on GPU. Bybit, Binance, OKX, Gate.io. Free cloud or self-hosted.

Updated
2026-05-12
Lists
1 list mention
First commit
2026-04-08
History
5 history points
License
MIT
Issues
17 open
Forks
17
Commits
106 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history