chr5tphr / zennit

Zennit is a high-level framework in Python using PyTorch for explaining/exploring neural networks using attribution methods like LRP.

Date Created 2020-11-10 (4 years ago)

Commits 232 (last one 8 months ago)

Stargazers 205 (0 this week)

Watchers 15 (0 this week)

Forks 32

License other

Ranking

RepositoryStats indexes 595,890 repositories, of these chr5tphr/zennit is ranked #177,834 (70th percentile) for total stargazers, and #146,489 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #31,666/119,419.

chr5tphr/zennit is also tagged with popular topics, for these it's ranked: python (#8,485/22322), deep-learning (#3,495/8511), machine-learning (#3,318/8062), pytorch (#2,438/6025), explainable-ai (#48/171), interpretability (#59/169)

Other Information

chr5tphr/zennit has 8 open pull requests on Github, 146 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 21 open issues and 29 closed issues.

There have been 16 releases, the latest one was published on 2023-02-27 (about a year ago) with the name v0.5.1.

All Topics

lrp xai python pytorch attribution deep-learning explainability explainable-ai interpretability interpretable-ai interpretable-ml machine-learning feature-attribution

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Recent Commit History

93 commits on the default branch (master) since jan '22

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The primary language is Python but there's also others...

updated: 2024-12-14 @ 05:45am, id: 311716183 / R_kgDOEpRpVw