{"action":"opened","issue":{"url":"https://api.github.com/repos/beniz/deepdetect/issues/9","labels_url":"https://api.github.com/repos/beniz/deepdetect/issues/9/labels{/name}","comments_url":"https://api.github.com/repos/beniz/deepdetect/issues/9/comments","events_url":"https://api.github.com/repos/beniz/deepdetect/issues/9/events","html_url":"https://github.com/beniz/deepdetect/issues/9","id":86104704,"number":9,"title":"Add support for automatic handling of categorical data in CSV input connector","user":{"login":"beniz","id":3530657,"avatar_url":"https://avatars.githubusercontent.com/u/3530657?v=3","gravatar_id":"","url":"https://api.github.com/users/beniz","html_url":"https://github.com/beniz","followers_url":"https://api.github.com/users/beniz/followers","following_url":"https://api.github.com/users/beniz/following{/other_user}","gists_url":"https://api.github.com/users/beniz/gists{/gist_id}","starred_url":"https://api.github.com/users/beniz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/beniz/subscriptions","organizations_url":"https://api.github.com/users/beniz/orgs","repos_url":"https://api.github.com/users/beniz/repos","events_url":"https://api.github.com/users/beniz/events{/privacy}","received_events_url":"https://api.github.com/users/beniz/received_events","type":"User","site_admin":false},"labels":[{"url":"https://api.github.com/repos/beniz/deepdetect/labels/connectors","name":"connectors","color":"009800"},{"url":"https://api.github.com/repos/beniz/deepdetect/labels/CSV","name":"CSV","color":"5319e7"},{"url":"https://api.github.com/repos/beniz/deepdetect/labels/duplicate","name":"duplicate","color":"cccccc"},{"url":"https://api.github.com/repos/beniz/deepdetect/labels/enhancement","name":"enhancement","color":"84b6eb"},{"url":"https://api.github.com/repos/beniz/deepdetect/labels/neural%20net","name":"neural net","color":"eb6420"}],"state":"open","locked":false,"assignee":{"login":"beniz","id":3530657,"avatar_url":"https://avatars.githubusercontent.com/u/3530657?v=3","gravatar_id":"","url":"https://api.github.com/users/beniz","html_url":"https://github.com/beniz","followers_url":"https://api.github.com/users/beniz/followers","following_url":"https://api.github.com/users/beniz/following{/other_user}","gists_url":"https://api.github.com/users/beniz/gists{/gist_id}","starred_url":"https://api.github.com/users/beniz/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/beniz/subscriptions","organizations_url":"https://api.github.com/users/beniz/orgs","repos_url":"https://api.github.com/users/beniz/repos","events_url":"https://api.github.com/users/beniz/events{/privacy}","received_events_url":"https://api.github.com/users/beniz/received_events","type":"User","site_admin":false},"milestone":null,"comments":0,"created_at":"2015-06-08T09:38:42Z","updated_at":"2015-06-08T09:38:42Z","closed_at":null,"body":"Some theoretical frameworks, and typically neural nets, only take reals or integer as input. The CSV input connector should convert categorical string data to integers (one-hot-vector or other) automatically, and spit out the mapping to the user/caller as necessary.\r\n\r\n- [ ] Specification of categorical variables via the API and CSV input connector\r\n- [ ] One-hot vector encoding\r\n- [ ] Encoding returned through API"}}