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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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#awesome-python
#data-analysis
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#data-visualization
#deep-learning
#machine-learning
#python
#scikit-learn
#statistics
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pytorch/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
AI dev
GitHub topics
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- 2026-07-16
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- 5 list mentions
- First commit
- 2012-01-25
- License
- NOASSERTION
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- 18,354 open
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- 107,527 commits
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cupy/cupy
NumPy & SciPy for GPU
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- 2026-07-06
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- 2 list mentions
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- 2015-04-12
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- MIT
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- 1,098
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- 31,582 commits
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rapidsai/cudf
cuDF - GPU DataFrame Library
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- 2026-07-16
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- 2 list mentions
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- 2017-03-30
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- Apache-2.0
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- 1,260 open
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- 1,080
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- 44,047 commits
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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
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- 2026-07-15
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- 2017-07-18
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- Apache-2.0
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- 1,312
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rapidsai/cuml
cuML - RAPIDS Machine Learning Library
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- 2026-07-15
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- 2018-10-08
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- Apache-2.0
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unslothai/hyperlearn
2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.
Stack
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- 2024-11-19
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- 1 list mention
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- 2018-08-27
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- Apache-2.0
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- 162
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- 264 commits
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Xtra-Computing/thundersvm
ThunderSVM: A Fast SVM Library on GPUs and CPUs
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- 2024-04-01
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- 2 list mentions
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- 2014-12-11
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- Apache-2.0
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- 87 open
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- 223
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- 912 commits
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Xtra-Computing/thundergbm
ThunderGBM: Fast GBDTs and Random Forests on GPUs
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- 2025-03-19
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- 2016-01-19
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- Apache-2.0
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