{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/146","repository_url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn","labels_url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/146/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/146/comments","events_url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/146/events","html_url":"https://github.com/scikit-learn-contrib/imbalanced-learn/issues/146","id":174678127,"number":146,"title":"Speed improvements","user":{"login":"geoHeil","id":1694964,"avatar_url":"https://avatars.githubusercontent.com/u/1694964?v=3","gravatar_id":"","url":"https://api.github.com/users/geoHeil","html_url":"https://github.com/geoHeil","followers_url":"https://api.github.com/users/geoHeil/followers","following_url":"https://api.github.com/users/geoHeil/following{/other_user}","gists_url":"https://api.github.com/users/geoHeil/gists{/gist_id}","starred_url":"https://api.github.com/users/geoHeil/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/geoHeil/subscriptions","organizations_url":"https://api.github.com/users/geoHeil/orgs","repos_url":"https://api.github.com/users/geoHeil/repos","events_url":"https://api.github.com/users/geoHeil/events{/privacy}","received_events_url":"https://api.github.com/users/geoHeil/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/labels/enhancement","name":"enhancement","color":"84b6eb"},{"url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/labels/question","name":"question","color":"cc317c"}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":7,"created_at":"2016-09-02T04:26:20Z","updated_at":"2016-09-02T14:33:28Z","closed_at":null,"body":"I have a dataset which has around 150.000 entries. Exploring SMOTHE sampling seems to be pretty slow as only a single core is used to perform calculations.\r\nAm I missing a configuration property? How else could I improve the speed of SMOTHE?"},"comment":{"url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/comments/244391883","html_url":"https://github.com/scikit-learn-contrib/imbalanced-learn/issues/146#issuecomment-244391883","issue_url":"https://api.github.com/repos/scikit-learn-contrib/imbalanced-learn/issues/146","id":244391883,"user":{"login":"chkoar","id":11897937,"avatar_url":"https://avatars.githubusercontent.com/u/11897937?v=3","gravatar_id":"","url":"https://api.github.com/users/chkoar","html_url":"https://github.com/chkoar","followers_url":"https://api.github.com/users/chkoar/followers","following_url":"https://api.github.com/users/chkoar/following{/other_user}","gists_url":"https://api.github.com/users/chkoar/gists{/gist_id}","starred_url":"https://api.github.com/users/chkoar/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/chkoar/subscriptions","organizations_url":"https://api.github.com/users/chkoar/orgs","repos_url":"https://api.github.com/users/chkoar/repos","events_url":"https://api.github.com/users/chkoar/events{/privacy}","received_events_url":"https://api.github.com/users/chkoar/received_events","type":"User","site_admin":false},"created_at":"2016-09-02T14:33:28Z","updated_at":"2016-09-02T14:33:28Z","body":"@glemaitre joblibing the `_make_samples`? Partition X_new between jobs, and then stack them vertically."}}
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