{"action":"created","issue":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4299","labels_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4299/labels{/name}","comments_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4299/comments","events_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4299/events","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4299","id":59133587,"number":4299,"title":"Spectral embedding deterministic 2","user":{"login":"ragv","id":9487348,"avatar_url":"https://avatars.githubusercontent.com/u/9487348?v=3","gravatar_id":"","url":"https://api.github.com/users/ragv","html_url":"https://github.com/ragv","followers_url":"https://api.github.com/users/ragv/followers","following_url":"https://api.github.com/users/ragv/following{/other_user}","gists_url":"https://api.github.com/users/ragv/gists{/gist_id}","starred_url":"https://api.github.com/users/ragv/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ragv/subscriptions","organizations_url":"https://api.github.com/users/ragv/orgs","repos_url":"https://api.github.com/users/ragv/repos","events_url":"https://api.github.com/users/ragv/events{/privacy}","received_events_url":"https://api.github.com/users/ragv/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":3,"created_at":"2015-02-26T19:58:24Z","updated_at":"2015-02-26T21:36:57Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/pulls/4299","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4299","diff_url":"https://github.com/scikit-learn/scikit-learn/pull/4299.diff","patch_url":"https://github.com/scikit-learn/scikit-learn/pull/4299.patch"},"body":"Addresses https://github.com/scikit-learn/scikit-learn/pull/4249#issuecomment-76186392\r\n\r\nTodo - \r\n\r\n- [x] Include `SpectralEmbedding` in the `check_pipeline_consistency` test\r\n- [x] Fix make `affinity=\"rbf\"` to make the data produce a fully connected adjacency matrix (which as per my assumption seems to produce deterministic output)\r\n- [ ] Investigate whether `embedding_` becomes non-deterministic if `affinity` other than `\"rbf\"` is used with proper data that leads to fully connected adj. matrix.\r\n\r\nping @amueller "},"comment":{"url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/comments/76279290","html_url":"https://github.com/scikit-learn/scikit-learn/pull/4299#issuecomment-76279290","issue_url":"https://api.github.com/repos/scikit-learn/scikit-learn/issues/4299","id":76279290,"user":{"login":"ragv","id":9487348,"avatar_url":"https://avatars.githubusercontent.com/u/9487348?v=3","gravatar_id":"","url":"https://api.github.com/users/ragv","html_url":"https://github.com/ragv","followers_url":"https://api.github.com/users/ragv/followers","following_url":"https://api.github.com/users/ragv/following{/other_user}","gists_url":"https://api.github.com/users/ragv/gists{/gist_id}","starred_url":"https://api.github.com/users/ragv/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ragv/subscriptions","organizations_url":"https://api.github.com/users/ragv/orgs","repos_url":"https://api.github.com/users/ragv/repos","events_url":"https://api.github.com/users/ragv/events{/privacy}","received_events_url":"https://api.github.com/users/ragv/received_events","type":"User","site_admin":false},"created_at":"2015-02-26T21:36:57Z","updated_at":"2015-02-26T21:36:57Z","body":"> That means if you only run particular tests, the result will be different than if you run all tests\r\n\r\nAh! I didn't think of that... ;) will delete that commit...!"}}