{"action":"created","issue":{"url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/3","repository_url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction","labels_url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/3/labels{/name}","comments_url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/3/comments","events_url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/3/events","html_url":"https://github.com/guillaume-chevalier/seq2seq-signal-prediction/issues/3","id":235756135,"number":3,"title":"Some ideas to improve this project","user":{"login":"rickyhan","id":1768528,"avatar_url":"https://avatars0.githubusercontent.com/u/1768528?v=4","gravatar_id":"","url":"https://api.github.com/users/rickyhan","html_url":"https://github.com/rickyhan","followers_url":"https://api.github.com/users/rickyhan/followers","following_url":"https://api.github.com/users/rickyhan/following{/other_user}","gists_url":"https://api.github.com/users/rickyhan/gists{/gist_id}","starred_url":"https://api.github.com/users/rickyhan/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/rickyhan/subscriptions","organizations_url":"https://api.github.com/users/rickyhan/orgs","repos_url":"https://api.github.com/users/rickyhan/repos","events_url":"https://api.github.com/users/rickyhan/events{/privacy}","received_events_url":"https://api.github.com/users/rickyhan/received_events","type":"User","site_admin":false},"labels":[{"id":573893123,"url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/labels/enhancement","name":"enhancement","color":"84b6eb","default":true},{"id":573893124,"url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/labels/help%20wanted","name":"help wanted","color":"128A0C","default":true}],"state":"open","locked":false,"assignee":null,"assignees":[],"milestone":null,"comments":4,"created_at":"2017-06-14T03:58:22Z","updated_at":"2018-05-02T13:51:25Z","closed_at":null,"author_association":"NONE","body":"I am a seq2seq beginner so these are just my 2 cents. Correct me if I'm wrong.\r\n\r\n* Variable length output\r\n* Add weights to the loss function. e.g. the first few predicted points have bigger weights.\r\n* Dropout so it can better deal with noisy channels\r\n* ARIMA-like confidence interval (kind of like logits from softmax in the discrete case)\r\n* Use the new tf.contrib.tensorflow attention decoder\r\n\r\nThat's all."},"comment":{"url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/comments/385984579","html_url":"https://github.com/guillaume-chevalier/seq2seq-signal-prediction/issues/3#issuecomment-385984579","issue_url":"https://api.github.com/repos/guillaume-chevalier/seq2seq-signal-prediction/issues/3","id":385984579,"user":{"login":"nicolapiccinelli","id":4061425,"avatar_url":"https://avatars1.githubusercontent.com/u/4061425?v=4","gravatar_id":"","url":"https://api.github.com/users/nicolapiccinelli","html_url":"https://github.com/nicolapiccinelli","followers_url":"https://api.github.com/users/nicolapiccinelli/followers","following_url":"https://api.github.com/users/nicolapiccinelli/following{/other_user}","gists_url":"https://api.github.com/users/nicolapiccinelli/gists{/gist_id}","starred_url":"https://api.github.com/users/nicolapiccinelli/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/nicolapiccinelli/subscriptions","organizations_url":"https://api.github.com/users/nicolapiccinelli/orgs","repos_url":"https://api.github.com/users/nicolapiccinelli/repos","events_url":"https://api.github.com/users/nicolapiccinelli/events{/privacy}","received_events_url":"https://api.github.com/users/nicolapiccinelli/received_events","type":"User","site_admin":false},"created_at":"2018-05-02T13:51:25Z","updated_at":"2018-05-02T13:51:25Z","author_association":"NONE","body":"Give a solution for each exercise"}}
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