{"action":"created","issue":{"url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/41","repository_url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn","labels_url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/41/labels{/name}","comments_url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/41/comments","events_url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/41/events","html_url":"https://github.com/hyperopt/hyperopt-sklearn/pull/41","id":167971057,"number":41,"title":"Add sklearn regressors, optimize hyperparameter search space and enhance cross-validation","user":{"login":"lishen","id":874315,"avatar_url":"https://avatars.githubusercontent.com/u/874315?v=3","gravatar_id":"","url":"https://api.github.com/users/lishen","html_url":"https://github.com/lishen","followers_url":"https://api.github.com/users/lishen/followers","following_url":"https://api.github.com/users/lishen/following{/other_user}","gists_url":"https://api.github.com/users/lishen/gists{/gist_id}","starred_url":"https://api.github.com/users/lishen/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lishen/subscriptions","organizations_url":"https://api.github.com/users/lishen/orgs","repos_url":"https://api.github.com/users/lishen/repos","events_url":"https://api.github.com/users/lishen/events{/privacy}","received_events_url":"https://api.github.com/users/lishen/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":5,"created_at":"2016-07-27T22:23:58Z","updated_at":"2016-08-06T01:06:35Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/pulls/41","html_url":"https://github.com/hyperopt/hyperopt-sklearn/pull/41","diff_url":"https://github.com/hyperopt/hyperopt-sklearn/pull/41.diff","patch_url":"https://github.com/hyperopt/hyperopt-sklearn/pull/41.patch"},"body":"Contributions in this PR:\r\n\r\n- Add sklearn regressors.\r\n- Optimize hyperparameter search space for classifiers/regressors so that the learners give good performance in most cases.\r\n- Add K-fold, leave-one-out, shuffle-and-split cross-validation with shuffle option and stratification for classification.\r\n- Add a lag selector as preprocessing for time series forecasting problems.\r\n- Refactoring to improve code modularity and readability.\r\n- Fix obsolete tests so that they run under current version of hpsklearn.\r\n- Misc. bug fixes and enhancements.\r\n"},"comment":{"url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/comments/237997294","html_url":"https://github.com/hyperopt/hyperopt-sklearn/pull/41#issuecomment-237997294","issue_url":"https://api.github.com/repos/hyperopt/hyperopt-sklearn/issues/41","id":237997294,"user":{"login":"jaberg","id":171276,"avatar_url":"https://avatars.githubusercontent.com/u/171276?v=3","gravatar_id":"","url":"https://api.github.com/users/jaberg","html_url":"https://github.com/jaberg","followers_url":"https://api.github.com/users/jaberg/followers","following_url":"https://api.github.com/users/jaberg/following{/other_user}","gists_url":"https://api.github.com/users/jaberg/gists{/gist_id}","starred_url":"https://api.github.com/users/jaberg/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jaberg/subscriptions","organizations_url":"https://api.github.com/users/jaberg/orgs","repos_url":"https://api.github.com/users/jaberg/repos","events_url":"https://api.github.com/users/jaberg/events{/privacy}","received_events_url":"https://api.github.com/users/jaberg/received_events","type":"User","site_admin":false},"created_at":"2016-08-06T01:06:35Z","updated_at":"2016-08-06T01:06:35Z","body":"Hi Li!\n\nI will try to make time for this next week, but I'm not actively\nmaintaining or using this code these days. Maybe @bjkomer will have some\nthoughts about it too? What do you think Brent?\n\nOn Fri, Aug 5, 2016 at 9:45 AM, Li Shen <notifications@github.com> wrote:\n\n> Hi @jaberg <https://github.com/jaberg>, what's the status of code review?\n> Any feedback? Thanks!\n>\n> Li\n>\n> —\n> You are receiving this because you were mentioned.\n> Reply to this email directly, view it on GitHub\n> <https://github.com/hyperopt/hyperopt-sklearn/pull/41#issuecomment-237854142>,\n> or mute the thread\n> <https://github.com/notifications/unsubscribe-auth/AAKdDBcHkrjmzxisQpDK5pCXIm4ruiS8ks5qcz5-gaJpZM4JWsI0>\n> .\n>\n"}}
{"actor":{"display_login":"jaberg"}}