understandable-machine-intelligence-lab / Quantus

Quantus is an eXplainable AI toolkit for responsible evaluation of neural network explanations

Date Created 2021-03-18 (3 years ago)

Commits 1,794 (last one 24 days ago)

Stargazers 563 (2 this week)

Watchers 10 (0 this week)

Forks 76

License other

Ranking

RepositoryStats indexes 589,134 repositories, of these understandable-machine-intelligence-lab/Quantus is ranked #83,140 (86th percentile) for total stargazers, and #206,941 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #1,756/17,281.

understandable-machine-intelligence-lab/Quantus is also tagged with popular topics, for these it's ranked: deep-learning (#1,910/8438), machine-learning (#1,890/7978), pytorch (#1,278/5977), tensorflow (#652/2246), explainable-ai (#29/169), interpretability (#36/167)

Other Information

understandable-machine-intelligence-lab/Quantus has 3 open pull requests on Github, 167 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 49 open issues and 83 closed issues.

There have been 25 releases, the latest one was published on 2023-12-05 (12 months ago) with the name v0.5.3.

Homepage URL: https://quantus.readthedocs.io/

All Topics

xai pytorch tensorflow deep-learning explainable-ai reproducibility interpretability machine-learning quantification-evaluation-methods

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Github watchers over time, collection started in '23

Recent Commit History

1,566 commits on the default branch (main) since jan '22

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Languages

The primary language is Jupyter Notebook but there's also others...

updated: 2024-12-01 @ 03:37am, id: 349116466 / R_kgDOFM8YMg