{"action":"created","issue":{"url":"https://api.github.com/repos/microscopium/microscopium/issues/36","labels_url":"https://api.github.com/repos/microscopium/microscopium/issues/36/labels{/name}","comments_url":"https://api.github.com/repos/microscopium/microscopium/issues/36/comments","events_url":"https://api.github.com/repos/microscopium/microscopium/issues/36/events","html_url":"https://github.com/microscopium/microscopium/issues/36","id":60502875,"number":36,"title":"Add tSNE to the dimensionality-reduction methods","user":{"login":"jni","id":492549,"avatar_url":"https://avatars.githubusercontent.com/u/492549?v=3","gravatar_id":"","url":"https://api.github.com/users/jni","html_url":"https://github.com/jni","followers_url":"https://api.github.com/users/jni/followers","following_url":"https://api.github.com/users/jni/following{/other_user}","gists_url":"https://api.github.com/users/jni/gists{/gist_id}","starred_url":"https://api.github.com/users/jni/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/jni/subscriptions","organizations_url":"https://api.github.com/users/jni/orgs","repos_url":"https://api.github.com/users/jni/repos","events_url":"https://api.github.com/users/jni/events{/privacy}","received_events_url":"https://api.github.com/users/jni/received_events","type":"User","site_admin":false},"labels":[],"state":"open","locked":false,"assignee":null,"milestone":null,"comments":1,"created_at":"2015-03-10T13:58:01Z","updated_at":"2015-03-11T03:30:52Z","closed_at":null,"body":"http://lvdmaaten.github.io/tsne/"},"comment":{"url":"https://api.github.com/repos/microscopium/microscopium/issues/comments/78198052","html_url":"https://github.com/microscopium/microscopium/issues/36#issuecomment-78198052","issue_url":"https://api.github.com/repos/microscopium/microscopium/issues/36","id":78198052,"user":{"login":"starcalibre","id":7637964,"avatar_url":"https://avatars.githubusercontent.com/u/7637964?v=3","gravatar_id":"","url":"https://api.github.com/users/starcalibre","html_url":"https://github.com/starcalibre","followers_url":"https://api.github.com/users/starcalibre/followers","following_url":"https://api.github.com/users/starcalibre/following{/other_user}","gists_url":"https://api.github.com/users/starcalibre/gists{/gist_id}","starred_url":"https://api.github.com/users/starcalibre/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/starcalibre/subscriptions","organizations_url":"https://api.github.com/users/starcalibre/orgs","repos_url":"https://api.github.com/users/starcalibre/repos","events_url":"https://api.github.com/users/starcalibre/events{/privacy}","received_events_url":"https://api.github.com/users/starcalibre/received_events","type":"User","site_admin":false},"created_at":"2015-03-11T03:30:52Z","updated_at":"2015-03-11T03:30:52Z","body":"Say we have three different dimension reduction techniques.. PCA, MDS, tSNE. The database schema should have a field for each sample that's set out like this:\r\n\r\n```\r\ndimension_reduced: {\r\n    pca: [0, 0],\r\n    mds: [0, 0],\r\n    tsne: [0, 0]\r\n}\r\n```\r\n\r\nThen if a user so wishes, they can change how they'd like the data to appear in an options menu somewhere.\r\n\r\nIf anything, having this functionality would be useful for development.. as we add more datasets we can easily see how different dimension reduction techniques perform."}}