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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
History
7 history points
License
MIT
Issues
48 open
Forks
781
Commits
3,967 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
microsoft/responsible-ai-toolbox

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libraries empower developers and stakeholders of AI systems to develop and monitor AI more responsibly, and take better data-driven actions.

Updated
2026-04-29
Lists
1 list mention
First commit
2020-07-06
History
5 history points
License
MIT
Issues
96 open
Forks
484
Commits
1,985 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
Trusted-AI/AIX360

Interpretability and explainability of data and machine learning models

Updated
2026-05-22
Lists
2 list mentions
First commit
2019-07-11
History
7 history points
License
Apache-2.0
Issues
57 open
Forks
325
Commits
633 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
semantica-agi/semantica

Graph-Native Infrastructure for Context and Accountable AI Systems

AI dev
Updated
2026-07-26
Lists
0 list mentions
First commit
2025-06-25
History
56 history points
License
MIT
Issues
25 open
Forks
205
Commits
2,073 commits
Star growth, last 7 days
+24 +1.7%
Commit velocity, last 7 days
+44 +2.2%
polyaxon/traceml

Engine for AI/ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

Updated
2026-06-17
Lists
1 list mention
First commit
2016-03-25
History
7 history points
License
Apache-2.0
Issues
7 open
Forks
47
Commits
10,003 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
benedekrozemberczki/shapley

The official implementation of "The Shapley Value of Classifiers in Ensemble Games" (CIKM 2021).

Updated
2026-01-01
Lists
3 list mentions
First commit
2020-01-30
History
7 history points
License
MIT
Issues
1 open
Forks
35
Commits
358 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
MarcelRobeer/ContrastiveExplanation

Contrastive Explanation (Foil Trees), developed at TNO/Utrecht University

Updated
2023-01-31
Lists
1 list mention
First commit
2018-07-09
History
7 history points
License
BSD-3-Clause
Issues
2 open
Forks
4
Commits
71 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%