csinva / imodels

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

Date Created 2019-07-04 (5 years ago)

Commits 1,077 (last one about a month ago)

Stargazers 1,408 (1 this week)

Watchers 24 (0 this week)

Forks 125

License mit

Ranking

RepositoryStats indexes 595,856 repositories, of these csinva/imodels is ranked #37,379 (94th percentile) for total stargazers, and #92,462 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #790/17,543.

csinva/imodels is also tagged with popular topics, for these it's ranked: python (#2,181/22324), machine-learning (#1,043/8063), ai (#461/4073), data-science (#322/2138), artificial-intelligence (#259/2113), statistics (#74/753), ml (#77/614), scikit-learn (#69/353), explainable-ai (#12/171), interpretability (#17/169)

Other Information

csinva/imodels has Github issues enabled, there are 37 open issues and 57 closed issues.

There have been 37 releases, the latest one was published on 2024-10-15 (2 months ago) with the name Full compatibility with np 2 and latest releases of all common packages.

Homepage URL: https://csinva.io/imodels

All Topics

ai ml rules python imodels rulefit statistics data-science scikit-learn rule-learning explainable-ai explainable-ml interpretability machine-learning bayesian-rule-list supervised-learning artificial-intelligence optimal-classification-tree

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Github watchers over time, collection started in '23

Recent Commit History

573 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...

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updated: 2024-12-21 @ 12:53am, id: 195266931 / R_kgDOC6OJcw