{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7997","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7997/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7997/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7997/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7997","id":193998974,"number":7997,"title":"[MRG] Issue #7987: Embarrassingly parallel \"n_restarts_optimizer\" in GaussianProcessRegressor","user":{"login":"amanp10","id":13830728,"avatar_url":"https://avatars.githubusercontent.com/u/13830728?v=3","gravatar_id":"","url":"https://api.github.com/users/amanp10","html_url":"https://github.com/amanp10","followers_url":"https://api.github.com/users/amanp10/followers","following_url":"https://api.github.com/users/amanp10/following{/other_user}","gists_url":"https://api.github.com/users/amanp10/gists{/gist_id}","starred_url":"https://api.github.com/users/amanp10/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/amanp10/subscriptions","organizations_url":"https://api.github.com/users/amanp10/orgs","repos_url":"https://api.github.com/users/amanp10/repos","events_url":"https://api.github.com/users/amanp10/events{/privacy}","received_events_url":"https://api.github.com/users/amanp10/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":18,"created_at":"2016-12-07T09:32:21Z","updated_at":"2016-12-25T10:50:28Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/7997","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7997","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/7997.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/7997.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\nFixes #7987  \r\n\r\nIt adds the Embarrassingly Parallel helper in GaussianProcessRegressor class.\r\n\r\nI have used 'check_pickle=False' for the 'delayed' function as it was not working otherwise. However, I am not sure about the logic behind this.\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\r\n"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/269117754","html_url":"https://github.com/scikit-learn/scikit-learn/pull/7997#issuecomment-269117754","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/7997","id":269117754,"user":{"login":"jnothman","id":78827,"avatar_url":"https://avatars.githubusercontent.com/u/78827?v=3","gravatar_id":"","url":"https://api.github.com/users/jnothman","html_url":"https://github.com/jnothman","followers_url":"https://api.github.com/users/jnothman/followers","following_url":"https://api.github.com/users/jnothman/following{/other_user}","gists_url":"https://api.github.com/users/jnothman/gists{/gist_id}","starred_url":"https://api.github.com/users/jnothman/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jnothman/subscriptions","organizations_url":"https://api.github.com/users/jnothman/orgs","repos_url":"https://api.github.com/users/jnothman/repos","events_url":"https://api.github.com/users/jnothman/events{/privacy}","received_events_url":"https://api.github.com/users/jnothman/received_events","type":"User","site_admin":false},"created_at":"2016-12-25T10:50:28Z","updated_at":"2016-12-25T10:50:28Z","body":"Yes, benchmark with backend='threading'"}}
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