{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7015","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7015/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7015/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7015/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7015","id":165946530,"number":7015,"title":"extending tfidf documentation","user":{"login":"rasbt","id":5618407,"avatar_url":"https://avatars.githubusercontent.com/u/5618407?v=3","gravatar_id":"","url":"https://api.github.com/users/rasbt","html_url":"https://github.com/rasbt","followers_url":"https://api.github.com/users/rasbt/followers","following_url":"https://api.github.com/users/rasbt/following{/other_user}","gists_url":"https://api.github.com/users/rasbt/gists{/gist_id}","starred_url":"https://api.github.com/users/rasbt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rasbt/subscriptions","organizations_url":"https://api.github.com/users/rasbt/orgs","repos_url":"https://api.github.com/users/rasbt/repos","events_url":"https://api.github.com/users/rasbt/events{/privacy}","received_events_url":"https://api.github.com/users/rasbt/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/milestones/18","html_url":"https://github.com/scikit-learn/scikit-learn/milestones/0.18","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/milestones/18/labels","id":1314892,"number":18,"title":"0.18","description":"","creator":{"login":"amueller","id":449558,"avatar_url":"https://avatars.githubusercontent.com/u/449558?v=3","gravatar_id":"","url":"https://api.github.com/users/amueller","html_url":"https://github.com/amueller","followers_url":"https://api.github.com/users/amueller/followers","following_url":"https://api.github.com/users/amueller/following{/other_user}","gists_url":"https://api.github.com/users/amueller/gists{/gist_id}","starred_url":"https://api.github.com/users/amueller/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amueller/subscriptions","organizations_url":"https://api.github.com/users/amueller/orgs","repos_url":"https://api.github.com/users/amueller/repos","events_url":"https://api.github.com/users/amueller/events{/privacy}","received_events_url":"https://api.github.com/users/amueller/received_events","type":"User","site_admin":false},"open_issues":62,"closed_issues":19,"state":"open","created_at":"2015-09-20T02:17:00Z","updated_at":"2016-07-28T22:39:49Z","due_on":"2016-02-29T08:00:00Z","closed_at":null},"comments":7,"created_at":"2016-07-16T20:39:00Z","updated_at":"2016-07-29T16:46:42Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/7015","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7015","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/7015.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/7015.patch"},"body":"<!--\r\nThanks for contributing a pull request! Please ensure you have taken a look at\r\nthe contribution guidelines: https://github.com/scikit-learn/scikit-learn/blob/master/CONTRIBUTING.md#Contributing-Pull-Requests\r\n-->\r\n#### Reference Issue\r\n<!-- Example: Fixes #1234 -->\r\n\r\nFixes #6996\r\n\r\n#### What does this implement/fix? Explain your changes.\r\n\r\nAdds the Tf-idf equation to the `TfidfTransformer`'s docstring and adds equation + hands-on example to the user guide documentation.\r\n\r\n\r\n\r\n<!--\r\nPlease be aware that we are a loose team of volunteers so patience is\r\nnecessary; assistance handling other issues is very welcome. We value\r\nall user contributions, no matter how minor they are. If we are slow to\r\nreview, either the pull request needs some benchmarking, tinkering,\r\nconvincing, etc. or more likely the reviewers are simply busy. In either\r\ncase, we ask for your understanding during the review process.\r\nFor more information, see our FAQ on this topic:\r\nhttp://scikit-learn.org/dev/faq.html#why-is-my-pull-request-not-getting-any-attention.\r\n\r\nThanks for contributing!\r\n-->\r\n"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/236231950","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7015#issuecomment-236231950","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7015","id":236231950,"user":{"login":"rasbt","id":5618407,"avatar_url":"https://avatars.githubusercontent.com/u/5618407?v=3","gravatar_id":"","url":"https://api.github.com/users/rasbt","html_url":"https://github.com/rasbt","followers_url":"https://api.github.com/users/rasbt/followers","following_url":"https://api.github.com/users/rasbt/following{/other_user}","gists_url":"https://api.github.com/users/rasbt/gists{/gist_id}","starred_url":"https://api.github.com/users/rasbt/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rasbt/subscriptions","organizations_url":"https://api.github.com/users/rasbt/orgs","repos_url":"https://api.github.com/users/rasbt/repos","events_url":"https://api.github.com/users/rasbt/events{/privacy}","received_events_url":"https://api.github.com/users/rasbt/received_events","type":"User","site_admin":false},"created_at":"2016-07-29T16:46:42Z","updated_at":"2016-07-29T16:46:42Z","body":"Okay, I added a the `smooth_idf` equation for the idf at the top now, just before the example section. I actually liked it better before, but yeah, let me know what you think :P"}}
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