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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
0 0.0%
Commit velocity, last 7 days
0 0.0%
truera/trulens

Evaluation and Tracking for LLM Experiments and AI Agents

AI dev
Updated
2026-07-11
Lists
2 list mentions
First commit
2020-11-13
History
5 history points
License
MIT
Issues
110 open
Forks
311
Commits
1,755 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
MAIF/shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

Updated
2026-07-09
Lists
2 list mentions
First commit
2020-05-29
History
5 history points
License
Apache-2.0
Issues
47 open
Forks
388
Commits
1,991 commits
Star growth, last 7 days
0 0.0%
Commit velocity, last 7 days
0 0.0%
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
0 0.0%
Commit velocity, last 7 days
0 0.0%
ModelOriented/DALEX

moDel Agnostic Language for Exploration and eXplanation

Updated
2026-01-20
Lists
1 list mention
First commit
2018-02-18
History
6 history points
License
GPL-3.0
Issues
30 open
Forks
169
Commits
699 commits
Star growth, last 7 days
No 7-day history
Commit velocity, last 7 days
No 7-day history
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
0 0.0%
Commit velocity, last 7 days
0 0.0%