{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/98","labels_url":"https://api.github.com/repos/fchollet/keras/issues/98/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/98/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/98/events","html_url":"https://github.com/fchollet/keras/issues/98","id":73243556,"number":98,"title":"\"real time\" recurrent nets","user":{"login":"lemuriandezapada","id":11992601,"avatar_url":"https://avatars.githubusercontent.com/u/11992601?v=3","gravatar_id":"","url":"https://api.github.com/users/lemuriandezapada","html_url":"https://github.com/lemuriandezapada","followers_url":"https://api.github.com/users/lemuriandezapada/followers","following_url":"https://api.github.com/users/lemuriandezapada/following{/other_user}","gists_url":"https://api.github.com/users/lemuriandezapada/gists{/gist_id}","starred_url":"https://api.github.com/users/lemuriandezapada/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lemuriandezapada/subscriptions","organizations_url":"https://api.github.com/users/lemuriandezapada/orgs","repos_url":"https://api.github.com/users/lemuriandezapada/repos","events_url":"https://api.github.com/users/lemuriandezapada/events{/privacy}","received_events_url":"https://api.github.com/users/lemuriandezapada/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"milestone":null,"comments":89,"created_at":"2015-05-05T08:14:05Z","updated_at":"2015-12-23T01:35:06Z","closed_at":"2015-12-11T16:32:46Z","body":"Hey guys,\r\n\r\nI was wondering how are the initial internal states in a recurrent layer dealt with? So far it appears they are reset are every run. Is there any way to preserve them?\r\n\r\nI'd like to be able to feed a .predict_proba() function data one time step at a time for a time series task, as the points come in, without also feeding the entire history all over again. Is this somehow possible? Thanks"},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/166774120","html_url":"https://github.com/fchollet/keras/issues/98#issuecomment-166774120","issue_url":"https://api.github.com/repos/fchollet/keras/issues/98","id":166774120,"user":{"login":"robclouth","id":1244578,"avatar_url":"https://avatars.githubusercontent.com/u/1244578?v=3","gravatar_id":"","url":"https://api.github.com/users/robclouth","html_url":"https://github.com/robclouth","followers_url":"https://api.github.com/users/robclouth/followers","following_url":"https://api.github.com/users/robclouth/following{/other_user}","gists_url":"https://api.github.com/users/robclouth/gists{/gist_id}","starred_url":"https://api.github.com/users/robclouth/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/robclouth/subscriptions","organizations_url":"https://api.github.com/users/robclouth/orgs","repos_url":"https://api.github.com/users/robclouth/repos","events_url":"https://api.github.com/users/robclouth/events{/privacy}","received_events_url":"https://api.github.com/users/robclouth/received_events","type":"User","site_admin":false},"created_at":"2015-12-23T01:35:06Z","updated_at":"2015-12-23T01:35:06Z","body":"@hft7h11 super interested to see your stateful text generation script if you don't mind! "}}