interpretml / DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

Date Created 2019-05-02 (5 years ago)

Commits 779 (last one 2 months ago)

Stargazers 1,305 (2 this week)

Watchers 18 (0 this week)

Forks 183

License mit

Ranking

RepositoryStats indexes 534,551 repositories, of these interpretml/DiCE is ranked #37,837 (93rd percentile) for total stargazers, and #119,835 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #5,690/103,470.

interpretml/DiCE is also tagged with popular topics, for these it's ranked: deep-learning (#1,008/7827), machine-learning (#1,043/7371), explainable-ai (#13/154)

Other Information

interpretml/DiCE has 13 open pull requests on Github, 237 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 72 open issues and 94 closed issues.

There have been 12 releases, the latest one was published on 2023-06-26 (about a year ago) with the name v0.10: Bug fixes and Python 3.11 support.

Homepage URL: https://interpretml.github.io/DiCE/

All Topics

xai deep-learning explainable-ai explainable-ml machine-learning counterfactual-explanations interpretable-machine-learning

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Github watchers over time, collection started in '23

Recent Commit History

290 commits on the default branch (main) since jan '22

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Languages

The only known language in this repository is Python

updated: 2024-06-28 @ 09:52pm, id: 184557077 / R_kgDOCwAeFQ