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Summary\r\n\r\nThis PR addresses #5778. It adds the `KBinsDiscretizer` class to scikit-learn.\r\n\r\nThis PR closes #5825 as a much more straightforward discretization algorithm. It is a WIP, please feel free to leave comments about the current code before the code gets hairy and hard to read 😄 \r\n# Roadmap\r\n\r\nPermission\r\n- [x] Package owner approval of algorithm\r\n\r\nFeatures and code\r\n- [x] Uniform discretization strategy for 2D arrays\r\n- [x] `inverse_transform` function\r\n- [x] Unit tests (duh)\r\n\r\nDocumentation\r\n- [x] User guide\r\n- [x] Docs in `doc/modules/classes.rst`\r\n- [x] Docs in `doc/modules/preprocessing.rst`\r\n- [x] Docstring tests\r\n"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/312476393","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7668#issuecomment-312476393","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7668","id":312476393,"user":{"login":"glemaitre","id":7454015,"avatar_url":"https://avatars1.githubusercontent.com/u/7454015?v=3","gravatar_id":"","url":"https://api.github.com/users/glemaitre","html_url":"https://github.com/glemaitre","followers_url":"https://api.github.com/users/glemaitre/followers","following_url":"https://api.github.com/users/glemaitre/following{/other_user}","gists_url":"https://api.github.com/users/glemaitre/gists{/gist_id}","starred_url":"https://api.github.com/users/glemaitre/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/glemaitre/subscriptions","organizations_url":"https://api.github.com/users/glemaitre/orgs","repos_url":"https://api.github.com/users/glemaitre/repos","events_url":"https://api.github.com/users/glemaitre/events{/privacy}","received_events_url":"https://api.github.com/users/glemaitre/received_events","type":"User","site_admin":false},"created_at":"2017-07-02T07:46:34Z","updated_at":"2017-07-02T07:46:34Z","body":"                                                                                      Oh I forgot that case. It makes sense.                                                                                                                                                                                   ‎"}}
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