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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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#data-visualization
#deep-learning
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shap/shap
A game theoretic approach to explain the output of any machine learning model.
AI dev
- Updated
- 2026-07-15
- Lists
- 2 list mentions
- First commit
- 2016-11-22
- License
- MIT
- Issues
- 1,038 open
25,615
stars
- Forks
- 3,729
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- 3,027 commits
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- 0 0.0%
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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
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- 3,967 commits
- Star growth, last 7 days
- 0 0.0%
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tensorflow/lucid
A collection of infrastructure and tools for research in neural network interpretability.
Archived
Stack
- Updated
- 2023-02-06
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- 1 list mention
- First commit
- 2018-01-25
- License
- Apache-2.0
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- 84 open
4,706
stars
- Forks
- 647
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- 667 commits
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- No 7-day history
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stellargraph/stellargraph
StellarGraph - Machine Learning on Graphs
- Updated
- 2024-04-10
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- 2 list mentions
- First commit
- 2018-04-13
- License
- Apache-2.0
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- 326 open
3,060
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- 442
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- 2,535 commits
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SeldonIO/alibi
Algorithms for explaining machine learning models
GitHub topics
- Updated
- 2025-10-17
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- 1 list mention
- First commit
- 2019-02-26
- License
- NOASSERTION
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- 158 open
2,635
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- 264
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- 679 commits
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- No 7-day history
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ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
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- 2026-01-20
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- 2018-02-18
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- GPL-3.0
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- 169
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- 699 commits
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tensorflow/decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
- Updated
- 2026-05-19
- Lists
- 1 list mention
- First commit
- 2021-05-10
- License
- Apache-2.0
- Issues
- 52 open
- Forks
- 117
- Commits
- 649 commits
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- No 7-day history
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AustinRochford/PyCEbox
⬛ Python Individual Conditional Expectation Plot Toolbox
Stack
GitHub topics
- Updated
- 2020-05-29
- Lists
- 1 list mention
- First commit
- 2015-12-02
- License
- MIT
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- 5 open
163
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- 35
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- 55 commits
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MarcelRobeer/ContrastiveExplanation
Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University
- Updated
- 2023-01-31
- Lists
- 1 list mention
- First commit
- 2018-07-09
- License
- BSD-3-Clause
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- 4
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