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Awesome Python Data Science
Probably the best curated list of data science software in Python.
krzjoa/awesome-python-data-science
#awesome
#awesome-list
#awesome-python
#data-analysis
#data-science
#data-visualization
#deep-learning
#machine-learning
#python
#scikit-learn
#statistics
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- 357
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- 351
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- 500
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- 453
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- 15
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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
- Lists
- 3 list mentions
- First commit
- 2016-08-05
- License
- MIT
- Issues
- 511 open
18,569
stars
- Forks
- 4,036
- Commits
- 3,844 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
catboost/catboost
A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.
GitHub topics
- Updated
- 2026-07-15
- Lists
- 4 list mentions
- First commit
- 2017-07-18
- License
- Apache-2.0
- Issues
- 710 open
9,025
stars
- Forks
- 1,312
- Commits
- 50,592 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
AI dev
- Updated
- 2026-07-13
- Lists
- 3 list mentions
- First commit
- 2019-05-03
- License
- MIT
- Issues
- 48 open
6,895
stars
- Forks
- 781
- Commits
- 3,967 commits
- Star growth, last 7 days
- 0 0.0%
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- 0 0.0%
mlpack/mlpack
mlpack: a fast, header-only C++ machine learning library
Stack
- Updated
- 2026-07-08
- Lists
- 1 list mention
- First commit
- 2007-03-13
- License
- NOASSERTION
- Issues
- 18 open
5,677
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- Forks
- 1,718
- Commits
- 30,818 commits
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- No 7-day history
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aksnzhy/xlearn
High performance, easy-to-use, and scalable machine learning (ML) package, including linear model (LR), factorization machines (FM), and field-aware factorization machines (FFM) for Python and CLI interface.
GitHub topics
- Updated
- 2023-08-28
- Lists
- 2 list mentions
- First commit
- 2017-06-10
- License
- Apache-2.0
- Issues
- 195 open
3,094
stars
- Forks
- 516
- Commits
- 1,342 commits
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- No 7-day history
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benhamner/Metrics
Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave
- Updated
- 2023-01-11
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- 1 list mention
- First commit
- 2012-06-12
- License
- NOASSERTION
- Issues
- 36 open
1,651
stars
- Forks
- 452
- Commits
- 242 commits
- Star growth, last 7 days
- No 7-day history
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- No 7-day history
marsyas/marsyas
Marsyas - Music Analysis, Retrieval and Synthesis for Audio Signals
- Updated
- 2023-04-19
- Lists
- 1 list mention
- First commit
- 2006-06-05
- License
- GPL-2.0
- Issues
- 36 open
424
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- Forks
- 97
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- 5,205 commits
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- No 7-day history
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jamiebullock/LibXtract
LibXtract is a simple, portable, lightweight library of audio feature extraction functions.
- Updated
- 2026-06-18
- Lists
- 1 list mention
- First commit
- 2006-10-02
- License
- MIT
- Issues
- 2 open
231
stars
- Forks
- 47
- Commits
- 403 commits
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- No 7-day history
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