{"action":"created","issue":{"url":"https://api.github.com/repos/fchollet/keras/issues/4745","repository_url":"https://api.github.com/repos/fchollet/keras","labels_url":"https://api.github.com/repos/fchollet/keras/issues/4745/labels{/name}","comments_url":"https://api.github.com/repos/fchollet/keras/issues/4745/comments","events_url":"https://api.github.com/repos/fchollet/keras/issues/4745/events","html_url":"https://github.com/fchollet/keras/pull/4745","id":196108104,"number":4745,"title":"Add LSTM with timegate","user":{"login":"fferroni","id":16327442,"avatar_url":"https://avatars.githubusercontent.com/u/16327442?v=3","gravatar_id":"","url":"https://api.github.com/users/fferroni","html_url":"https://github.com/fferroni","followers_url":"https://api.github.com/users/fferroni/followers","following_url":"https://api.github.com/users/fferroni/following{/other_user}","gists_url":"https://api.github.com/users/fferroni/gists{/gist_id}","starred_url":"https://api.github.com/users/fferroni/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fferroni/subscriptions","organizations_url":"https://api.github.com/users/fferroni/orgs","repos_url":"https://api.github.com/users/fferroni/repos","events_url":"https://api.github.com/users/fferroni/events{/privacy}","received_events_url":"https://api.github.com/users/fferroni/received_events","type":"User","site_admin":false},"labels":[],"state":"closed","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":6,"created_at":"2016-12-16T17:07:37Z","updated_at":"2016-12-16T23:03:41Z","closed_at":"2016-12-16T23:03:41Z","pull_request":{"url":"https://api.github.com/repos/fchollet/keras/pulls/4745","html_url":"https://github.com/fchollet/keras/pull/4745","diff_url":"https://github.com/fchollet/keras/pull/4745.diff","patch_url":"https://github.com/fchollet/keras/pull/4745.patch"},"body":"Adding a timegate to the LSTM architecture showed great promise at this year's NIPS conference. \r\nA simple example on MNIST dataset is shown here, compared to standard LSTM in Keras: https://github.com/fferroni/PhasedLSTM-Keras/blob/master/README.md \r\n\r\nI am wondering if it could become part of the Keras library, and if so, what are the requirements for the code to be accepted.\r\n\r\nThank you for the great library."},"comment":{"url":"https://api.github.com/repos/fchollet/keras/issues/comments/267717300","html_url":"https://github.com/fchollet/keras/pull/4745#issuecomment-267717300","issue_url":"https://api.github.com/repos/fchollet/keras/issues/4745","id":267717300,"user":{"login":"fchollet","id":710255,"avatar_url":"https://avatars.githubusercontent.com/u/710255?v=3","gravatar_id":"","url":"https://api.github.com/users/fchollet","html_url":"https://github.com/fchollet","followers_url":"https://api.github.com/users/fchollet/followers","following_url":"https://api.github.com/users/fchollet/following{/other_user}","gists_url":"https://api.github.com/users/fchollet/gists{/gist_id}","starred_url":"https://api.github.com/users/fchollet/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/fchollet/subscriptions","organizations_url":"https://api.github.com/users/fchollet/orgs","repos_url":"https://api.github.com/users/fchollet/repos","events_url":"https://api.github.com/users/fchollet/events{/privacy}","received_events_url":"https://api.github.com/users/fchollet/received_events","type":"User","site_admin":false},"created_at":"2016-12-16T23:03:41Z","updated_at":"2016-12-16T23:03:41Z","body":"We won't be adding new layers into core Keras for the time being.\r\n\r\nThis layer would be a better fit for a 3rd-party repository of Keras extensions."}}
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