interpretml / interpret-text

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Date Created 2019-09-04 (5 years ago)

Commits 152 (last one 9 months ago)

Stargazers 414 (0 this week)

Watchers 19 (0 this week)

Forks 68

License mit

Ranking

RepositoryStats indexes 579,238 repositories, of these interpretml/interpret-text is ranked #103,591 (82nd percentile) for total stargazers, and #116,113 for total watchers. Github reports the primary language for this repository as Python, for repositories using this language it is ranked #17,258/115,001.

interpretml/interpret-text is also tagged with popular topics, for these it's ranked: python (#5,285/21862), nlp (#639/2392), npm (#180/805), jupyter-notebook (#182/608), text-classification (#76/275)

Other Information

interpretml/interpret-text has 50 open pull requests on Github, 97 pull requests have been merged over the lifetime of the repository.

Github issues are enabled, there are 42 open issues and 16 closed issues.

There have been 3 releases, the latest one was published on 2021-12-07 (2 years ago) with the name release v0.1.3.

All Topics

nlp npm python azure-sdk explainer nlp-models data-analyst linear-models nlp-scenarios data-scientists jupyter-notebook microsoft-azureml local-explanations grey-box-explainers text-classification glass-box-explainers text-interpretability black-box-explanations visualization-dashboard

Star History

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Watcher History

Github watchers over time, collection started in '23

Recent Commit History

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

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Issue History

Languages

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

updated: 2024-10-10 @ 11:18am, id: 206366193 / R_kgDODEzl8Q