csinva / imodels

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

Date Created 2019-07-04 (4 years ago)

Commits 1,054 (last one 6 days ago)

Stargazers 1,319 (2 this week)

Watchers 23 (0 this week)

Forks 116

License mit

Ranking

RepositoryStats indexes 523,840 repositories, of these csinva/imodels is ranked #37,039 (93rd percentile) for total stargazers, and #93,882 for total watchers. Github reports the primary language for this repository as Jupyter Notebook, for repositories using this language it is ranked #738/14,471.

csinva/imodels is also tagged with popular topics, for these it's ranked: python (#2,139/20132), machine-learning (#1,023/7264), ai (#365/2983), data-science (#321/1941), artificial-intelligence (#248/1777), statistics (#74/685), ml (#73/519), scikit-learn (#71/327), explainable-ai (#11/151), interpretability (#16/144)

Other Information

csinva/imodels has Github issues enabled, there are 32 open issues and 53 closed issues.

There have been 36 releases, the latest one was published on 2024-05-23 (8 days ago) with the name Improved compatibility with recent pandas / sklearn versions.

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

550 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: 2024-05-30 @ 07:08am, id: 195266931 / R_kgDOC6OJcw