{"action":"created","issue":{"url":"https://api.github.com/repos/mblondel/lightning/issues/40","labels_url":"https://api.github.com/repos/mblondel/lightning/issues/40/labels{/name}","comments_url":"https://api.github.com/repos/mblondel/lightning/issues/40/comments","events_url":"https://api.github.com/repos/mblondel/lightning/issues/40/events","html_url":"https://github.com/mblondel/lightning/pull/40","id":117170399,"number":40,"title":"[MRG] Just in time SAGA.","user":{"login":"zermelozf","id":971180,"avatar_url":"https://avatars.githubusercontent.com/u/971180?v=3","gravatar_id":"","url":"https://api.github.com/users/zermelozf","html_url":"https://github.com/zermelozf","followers_url":"https://api.github.com/users/zermelozf/followers","following_url":"https://api.github.com/users/zermelozf/following{/other_user}","gists_url":"https://api.github.com/users/zermelozf/gists{/gist_id}","starred_url":"https://api.github.com/users/zermelozf/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/zermelozf/subscriptions","organizations_url":"https://api.github.com/users/zermelozf/orgs","repos_url":"https://api.github.com/users/zermelozf/repos","events_url":"https://api.github.com/users/zermelozf/events{/privacy}","received_events_url":"https://api.github.com/users/zermelozf/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":7,"created_at":"2015-11-16T17:03:14Z","updated_at":"2015-11-18T14:53:58Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/mblondel/lightning/pulls/40","html_url":"https://github.com/mblondel/lightning/pull/40","diff_url":"https://github.com/mblondel/lightning/pull/40.diff","patch_url":"https://github.com/mblondel/lightning/pull/40.patch"},"body":"A squashed version of #38 ontaining:\r\n- SAGA algorithm in cython.\r\n- Basic python version of SAG and SAGA for testing.\r\n- Support for proximity operators through the `Penalty` base class.\r\n- L1 proximity operator with just in time update for sparse data.\r\n"},"comment":{"url":"https://api.github.com/repos/mblondel/lightning/issues/comments/157738664","html_url":"https://github.com/mblondel/lightning/pull/40#issuecomment-157738664","issue_url":"https://api.github.com/repos/mblondel/lightning/issues/40","id":157738664,"user":{"login":"fabianp","id":277639,"avatar_url":"https://avatars.githubusercontent.com/u/277639?v=3","gravatar_id":"","url":"https://api.github.com/users/fabianp","html_url":"https://github.com/fabianp","followers_url":"https://api.github.com/users/fabianp/followers","following_url":"https://api.github.com/users/fabianp/following{/other_user}","gists_url":"https://api.github.com/users/fabianp/gists{/gist_id}","starred_url":"https://api.github.com/users/fabianp/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fabianp/subscriptions","organizations_url":"https://api.github.com/users/fabianp/orgs","repos_url":"https://api.github.com/users/fabianp/repos","events_url":"https://api.github.com/users/fabianp/events{/privacy}","received_events_url":"https://api.github.com/users/fabianp/received_events","type":"User","site_admin":false},"created_at":"2015-11-18T14:53:58Z","updated_at":"2015-11-18T14:53:58Z","body":"Also, comparing them is tricky since it ends up depending on how you choose the step size. Once we have adaptive step size (as described in the Schmidt paper) we could do more meaningful benchmarks "}}