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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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interpretml/interpret
Fit interpretable models. Explain blackbox machine learning.
AI dev
- Updated
- 2026-07-13
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- 3 list mentions
- First commit
- 2019-05-03
- License
- MIT
- Issues
- 48 open
6,895
stars
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- 781
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- 3,967 commits
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Trusted-AI/AIX360
Interpretability and explainability of data and machine learning models
- Updated
- 2026-05-22
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- 2 list mentions
- First commit
- 2019-07-11
- License
- Apache-2.0
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- 57 open
1,787
stars
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- 325
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- 633 commits
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ModelOriented/DALEX
moDel Agnostic Language for Exploration and eXplanation
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- 2026-01-20
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- 1 list mention
- First commit
- 2018-02-18
- License
- GPL-3.0
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- 30 open
1,481
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- 169
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- 699 commits
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dswah/pyGAM
[CONTRIBUTORS WELCOME] Generalized Additive Models in Python
- Updated
- 2026-04-21
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- 1 list mention
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- 2017-01-19
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- Apache-2.0
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polyaxon/traceml
Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.
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- 2026-06-17
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- 1 list mention
- First commit
- 2016-03-25
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- Apache-2.0
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- 7 open
533
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- 47
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benedekrozemberczki/shapley
The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).
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- 2026-01-01
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- 2020-01-30
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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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- 2 open
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- 4
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- 71 commits
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- No 7-day history
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