cdpierse / transformers-interpret

Model explainability that works seamlessly with 🤗 transformers. Explain your transformers model in just 2 lines of code.

Date Created 2020-05-27 (4 years ago)

Commits 278 (last one 10 months ago)

Stargazers 1,229 (3 this week)

Watchers 20 (0 this week)

Forks 96

License apache-2.0

Ranking

RepositoryStats indexes 534,880 repositories, of these cdpierse/transformers-interpret is ranked #40,044 (93rd percentile) for total stargazers, and #108,203 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #800/14,941.

cdpierse/transformers-interpret is also tagged with popular topics, for these it's ranked: deep-learning (#1,060/7826), machine-learning (#1,089/7374), computer-vision (#309/2822), nlp (#285/2262), natural-language-processing (#196/1318), neural-network (#184/1028), transformers (#98/736), explainable-ai (#15/154), interpretability (#19/145)

Other Information

cdpierse/transformers-interpret has 4 open pull requests on Github, 40 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 34 open issues and 41 closed issues.

There have been 13 releases, the latest one was published on 2023-04-06 (about a year ago) with the name v0.10.0 Fix Multi Label Activations .

All Topics

nlp captum transformers deep-learning explainable-ai neural-network computer-vision interpretability machine-learning transformers-model model-explainability natural-language-processing

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Github watchers over time, collection started in '23

Recent Commit History

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

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Languages

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

updated: 2024-07-01 @ 02:58pm, id: 267420351 / R_kgDOD_CCvw