{"action":"closed","issue":{"url":"https://api.github.com/repos/HazyResearch/snorkel/issues/346","repository_url":"https://api.github.com/repos/HazyResearch/snorkel","labels_url":"https://api.github.com/repos/HazyResearch/snorkel/issues/346/labels{/name}","comments_url":"https://api.github.com/repos/HazyResearch/snorkel/issues/346/comments","events_url":"https://api.github.com/repos/HazyResearch/snorkel/issues/346/events","html_url":"https://github.com/HazyResearch/snorkel/issues/346","id":167298283,"number":346,"title":"Minimize number of intermediate variables / subfunctions in learning","user":{"login":"ajratner","id":1585405,"avatar_url":"https://avatars.githubusercontent.com/u/1585405?v=3","gravatar_id":"","url":"https://api.github.com/users/ajratner","html_url":"https://github.com/ajratner","followers_url":"https://api.github.com/users/ajratner/followers","following_url":"https://api.github.com/users/ajratner/following{/other_user}","gists_url":"https://api.github.com/users/ajratner/gists{/gist_id}","starred_url":"https://api.github.com/users/ajratner/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ajratner/subscriptions","organizations_url":"https://api.github.com/users/ajratner/orgs","repos_url":"https://api.github.com/users/ajratner/repos","events_url":"https://api.github.com/users/ajratner/events{/privacy}","received_events_url":"https://api.github.com/users/ajratner/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":{"url":"https://api.github.com/repos/HazyResearch/snorkel/milestones/7","html_url":"https://github.com/HazyResearch/snorkel/milestones/Refactor%20learning","labels_url":"https://api.github.com/repos/HazyResearch/snorkel/milestones/7/labels","id":1901564,"number":7,"title":"Refactor learning","description":"","creator":{"login":"ajratner","id":1585405,"avatar_url":"https://avatars.githubusercontent.com/u/1585405?v=3","gravatar_id":"","url":"https://api.github.com/users/ajratner","html_url":"https://github.com/ajratner","followers_url":"https://api.github.com/users/ajratner/followers","following_url":"https://api.github.com/users/ajratner/following{/other_user}","gists_url":"https://api.github.com/users/ajratner/gists{/gist_id}","starred_url":"https://api.github.com/users/ajratner/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/ajratner/subscriptions","organizations_url":"https://api.github.com/users/ajratner/orgs","repos_url":"https://api.github.com/users/ajratner/repos","events_url":"https://api.github.com/users/ajratner/events{/privacy}","received_events_url":"https://api.github.com/users/ajratner/received_events","type":"User","site_admin":false},"open_issues":2,"closed_issues":2,"state":"open","created_at":"2016-07-25T04:46:26Z","updated_at":"2016-07-29T03:06:51Z","due_on":"2016-07-31T07:00:00Z","closed_at":null},"comments":0,"created_at":"2016-07-25T07:19:02Z","updated_at":"2016-07-29T03:06:51Z","closed_at":"2016-07-29T03:06:51Z","body":"For example, if we just have `lf_accuracies` and `lf_matrix`, it's very easy to get what is now called `lf_marginals`-- I think the value of caching this is minimal, compared to the simplicity of having it in the code as a one-line matrix operation\r\n\r\nWe should also get rid of a bunch of related sub functions which are not needed and clutter code"}}
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