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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
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#deep-learning
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#python
#scikit-learn
#statistics
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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.
GitHub topics
- Updated
- 2026-07-15
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- 3 list mentions
- First commit
- 2016-08-05
- License
- MIT
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- 511 open
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TeamHG-Memex/eli5
A library for debugging/inspecting machine learning classifiers and explaining their predictions
AI dev
Stack
GitHub topics
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- 2026-04-08
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- 2 list mentions
- First commit
- 2016-09-15
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- MIT
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- 162 open
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- 325
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microsoft/DMTK
Microsoft Distributed Machine Learning Toolkit
Archived
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- 2018-09-12
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- 1 list mention
- First commit
- 2015-11-08
- License
- MIT
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- 1 open
2,739
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- 555
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- 47 commits
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AxeldeRomblay/MLBox
MLBox is a powerful Automated Machine Learning python library.
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- 2023-08-06
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- 2017-06-01
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- NOASSERTION
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- 273
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skforecast/skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
AI dev
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- 2026-07-06
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- 2021-02-13
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Nixtla/mlforecast
Scalable machine 🤖 learning for time series forecasting.
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- 2026-07-14
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- 2021-04-26
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- Apache-2.0
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- 128
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