{"action":"created","issue":{"url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/2","labels_url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/2/labels{/name}","comments_url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/2/comments","events_url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/2/events","html_url":"https://github.com/dansbecker/partials_plots_nba_example/pull/2","id":83574681,"number":2,"title":"partial plots","user":{"login":"dchudz","id":1222726,"avatar_url":"https://avatars.githubusercontent.com/u/1222726?v=3","gravatar_id":"","url":"https://api.github.com/users/dchudz","html_url":"https://github.com/dchudz","followers_url":"https://api.github.com/users/dchudz/followers","following_url":"https://api.github.com/users/dchudz/following{/other_user}","gists_url":"https://api.github.com/users/dchudz/gists{/gist_id}","starred_url":"https://api.github.com/users/dchudz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dchudz/subscriptions","organizations_url":"https://api.github.com/users/dchudz/orgs","repos_url":"https://api.github.com/users/dchudz/repos","events_url":"https://api.github.com/users/dchudz/events{/privacy}","received_events_url":"https://api.github.com/users/dchudz/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-06-01T15:55:18Z","updated_at":"2015-06-01T17:55:56Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/pulls/2","html_url":"https://github.com/dansbecker/partials_plots_nba_example/pull/2","diff_url":"https://github.com/dansbecker/partials_plots_nba_example/pull/2.diff","patch_url":"https://github.com/dansbecker/partials_plots_nba_example/pull/2.patch"},"body":"Empty place-holder PR for partial plots.\r\n\r\nDan, I think you said this (http://scikit-learn.org/stable/auto_examples/ensemble/plot_partial_dependence.html) only works for models in `sklearn.ensemble`? Did it seem like there was any reason for that?\r\n\r\nI'm mostly inclined to just start playing around with code to do what we want, but also wanting to know more about why sklearn won't do what we want. Did it seem like there was any fundamental reason for the limitation?"},"comment":{"url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/comments/107654030","html_url":"https://github.com/dansbecker/partials_plots_nba_example/pull/2#issuecomment-107654030","issue_url":"https://api.github.com/repos/dansbecker/partials_plots_nba_example/issues/2","id":107654030,"user":{"login":"dansbecker","id":1390442,"avatar_url":"https://avatars.githubusercontent.com/u/1390442?v=3","gravatar_id":"","url":"https://api.github.com/users/dansbecker","html_url":"https://github.com/dansbecker","followers_url":"https://api.github.com/users/dansbecker/followers","following_url":"https://api.github.com/users/dansbecker/following{/other_user}","gists_url":"https://api.github.com/users/dansbecker/gists{/gist_id}","starred_url":"https://api.github.com/users/dansbecker/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/dansbecker/subscriptions","organizations_url":"https://api.github.com/users/dansbecker/orgs","repos_url":"https://api.github.com/users/dansbecker/repos","events_url":"https://api.github.com/users/dansbecker/events{/privacy}","received_events_url":"https://api.github.com/users/dansbecker/received_events","type":"User","site_admin":false},"created_at":"2015-06-01T17:55:56Z","updated_at":"2015-06-01T17:55:56Z","body":"@dchudz It is definitely the case that plot_partial_dependence only works for gradient boosting models.  Superficially, you can see that they rely on that assumption in a few places (https://github.com/scikit-learn/scikit-learn/blob/master/sklearn/ensemble/partial_dependence.py#L71) \r\n\r\nAt a deeper level, I'm not sure why they've chosen to do it that way."}}