{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/1174","repository_url":"https://api.github.com/repos/scikit-learn/scikit-learn","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/1174/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/1174/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/1174/events","html_url":"https://github.com/scikit-learn/scikit-learn/issues/1174","id":7042082,"number":1174,"title":"Implement Parallelized SGD as in NIPS 2010 paper","user":{"login":"ogrisel","id":89061,"avatar_url":"https://avatars.githubusercontent.com/u/89061?v=3","gravatar_id":"","url":"https://api.github.com/users/ogrisel","html_url":"https://github.com/ogrisel","followers_url":"https://api.github.com/users/ogrisel/followers","following_url":"https://api.github.com/users/ogrisel/following{/other_user}","gists_url":"https://api.github.com/users/ogrisel/gists{/gist_id}","starred_url":"https://api.github.com/users/ogrisel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ogrisel/subscriptions","organizations_url":"https://api.github.com/users/ogrisel/orgs","repos_url":"https://api.github.com/users/ogrisel/repos","events_url":"https://api.github.com/users/ogrisel/events{/privacy}","received_events_url":"https://api.github.com/users/ogrisel/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/labels/Enhancement","name":"Enhancement","color":"d7e102"}],"state":"open","locked":false,"assignee":{"login":"ogrisel","id":89061,"avatar_url":"https://avatars.githubusercontent.com/u/89061?v=3","gravatar_id":"","url":"https://api.github.com/users/ogrisel","html_url":"https://github.com/ogrisel","followers_url":"https://api.github.com/users/ogrisel/followers","following_url":"https://api.github.com/users/ogrisel/following{/other_user}","gists_url":"https://api.github.com/users/ogrisel/gists{/gist_id}","starred_url":"https://api.github.com/users/ogrisel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ogrisel/subscriptions","organizations_url":"https://api.github.com/users/ogrisel/orgs","repos_url":"https://api.github.com/users/ogrisel/repos","events_url":"https://api.github.com/users/ogrisel/events{/privacy}","received_events_url":"https://api.github.com/users/ogrisel/received_events","type":"User","site_admin":false},"assignees":[{"login":"ogrisel","id":89061,"avatar_url":"https://avatars.githubusercontent.com/u/89061?v=3","gravatar_id":"","url":"https://api.github.com/users/ogrisel","html_url":"https://github.com/ogrisel","followers_url":"https://api.github.com/users/ogrisel/followers","following_url":"https://api.github.com/users/ogrisel/following{/other_user}","gists_url":"https://api.github.com/users/ogrisel/gists{/gist_id}","starred_url":"https://api.github.com/users/ogrisel/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ogrisel/subscriptions","organizations_url":"https://api.github.com/users/ogrisel/orgs","repos_url":"https://api.github.com/users/ogrisel/repos","events_url":"https://api.github.com/users/ogrisel/events{/privacy}","received_events_url":"https://api.github.com/users/ogrisel/received_events","type":"User","site_admin":false}],"milestone":null,"comments":24,"created_at":"2012-09-21T14:21:08Z","updated_at":"2016-10-14T19:20:22Z","closed_at":null,"body":"See http://cs.markusweimer.com/pub/2010/2010-NIPS.pdf\n\nThis will be \"trivial\" to implement efficiently once we have proper support for shared memory (both for the coef vector and the data) in joblib: joblib/joblib#44"},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/253896814","html_url":"https://github.com/scikit-learn/scikit-learn/issues/1174#issuecomment-253896814","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/1174","id":253896814,"user":{"login":"angadgill","id":3976441,"avatar_url":"https://avatars.githubusercontent.com/u/3976441?v=3","gravatar_id":"","url":"https://api.github.com/users/angadgill","html_url":"https://github.com/angadgill","followers_url":"https://api.github.com/users/angadgill/followers","following_url":"https://api.github.com/users/angadgill/following{/other_user}","gists_url":"https://api.github.com/users/angadgill/gists{/gist_id}","starred_url":"https://api.github.com/users/angadgill/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/angadgill/subscriptions","organizations_url":"https://api.github.com/users/angadgill/orgs","repos_url":"https://api.github.com/users/angadgill/repos","events_url":"https://api.github.com/users/angadgill/events{/privacy}","received_events_url":"https://api.github.com/users/angadgill/received_events","type":"User","site_admin":false},"created_at":"2016-10-14T19:20:22Z","updated_at":"2016-10-14T19:20:22Z","body":"@Sandy4321 Yes! Please [this](https://github.com/scikit-learn/scikit-learn/issues/1174#issuecomment-205080693) comment and [this](https://github.com/angadgill/Parallel-SGD/blob/master/Benchmark.ipynb) IPython notebook."}}
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