{"action":"created","issue":{"url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/3376","repository_url":"https://api.github.com/repos/shogun-toolbox/shogun","labels_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/3376/labels{/name}","comments_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/3376/comments","events_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/3376/events","html_url":"https://github.com/shogun-toolbox/shogun/pull/3376","id":166024873,"number":3376,"title":"Update KNN","user":{"login":"Saurabh7","id":4285091,"avatar_url":"https://avatars.githubusercontent.com/u/4285091?v=3","gravatar_id":"","url":"https://api.github.com/users/Saurabh7","html_url":"https://github.com/Saurabh7","followers_url":"https://api.github.com/users/Saurabh7/followers","following_url":"https://api.github.com/users/Saurabh7/following{/other_user}","gists_url":"https://api.github.com/users/Saurabh7/gists{/gist_id}","starred_url":"https://api.github.com/users/Saurabh7/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Saurabh7/subscriptions","organizations_url":"https://api.github.com/users/Saurabh7/orgs","repos_url":"https://api.github.com/users/Saurabh7/repos","events_url":"https://api.github.com/users/Saurabh7/events{/privacy}","received_events_url":"https://api.github.com/users/Saurabh7/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":9,"created_at":"2016-07-18T06:09:21Z","updated_at":"2016-07-29T05:50:53Z","closed_at":null,"pull_request":{"url":"https://api.github.com/repos/shogun-toolbox/shogun/pulls/3376","html_url":"https://github.com/shogun-toolbox/shogun/pull/3376","diff_url":"https://github.com/shogun-toolbox/shogun/pull/3376.diff","patch_url":"https://github.com/shogun-toolbox/shogun/pull/3376.patch"},"body":"WIP "},"comment":{"url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/comments/236100164","html_url":"https://github.com/shogun-toolbox/shogun/pull/3376#issuecomment-236100164","issue_url":"https://api.github.com/repos/shogun-toolbox/shogun/issues/3376","id":236100164,"user":{"login":"Saurabh7","id":4285091,"avatar_url":"https://avatars.githubusercontent.com/u/4285091?v=3","gravatar_id":"","url":"https://api.github.com/users/Saurabh7","html_url":"https://github.com/Saurabh7","followers_url":"https://api.github.com/users/Saurabh7/followers","following_url":"https://api.github.com/users/Saurabh7/following{/other_user}","gists_url":"https://api.github.com/users/Saurabh7/gists{/gist_id}","starred_url":"https://api.github.com/users/Saurabh7/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/Saurabh7/subscriptions","organizations_url":"https://api.github.com/users/Saurabh7/orgs","repos_url":"https://api.github.com/users/Saurabh7/repos","events_url":"https://api.github.com/users/Saurabh7/events{/privacy}","received_events_url":"https://api.github.com/users/Saurabh7/received_events","type":"User","site_admin":false},"created_at":"2016-07-29T05:50:53Z","updated_at":"2016-07-29T05:50:53Z","body":"Yep, I have added falconn lib external code here too (https://github.com/FALCONN-LIB/FALCONN), for LSH based approximate KNN. I will do that in separate PR then. \r\nNeed to fix some tests and find a good way to set their parameters.  To be able to control tradeoff between accuracy and speed. \r\nfor example for a particular set of parameters (not the best i think) I get on this data\r\n\r\n```\r\nDataset    Shape            SG time    SK time    ACC sg    ACC sk\r\n---------  -------------  ---------  ---------  --------  --------\r\ntoy        [10000, 1000]    1.19713    3.50962     0.943     0.987\r\n\r\n```"}}
{"actor":{"display_login":"Saurabh7"}}