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fchollet's profile
François Chollet
François Chollet
François Chollet
Verified account
@fchollet

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François CholletVerified account

@fchollet

Deep learning @google. Creator of Keras. Author of 'Deep Learning with Python'. Opinions are my own.

United States
fchollet.com
Joined August 2009

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    François Chollet‏Verified account @fchollet 28 Sep 2017

    People ask how to implement LSTM Seq2Seq in Keras. Here's the tweet version (a bit verbose). I'll publish the complete script soon.pic.twitter.com/r85bNQpQwr

    5:26 PM - 28 Sep 2017
    • 112 Retweets
    • 438 Likes
    • PONS Dominique Ahmad Moussa || Gorilla Sun Tapan jain sodimu segun ぱんどら Padmanabhan Krishnamurthy AI Briefly Be Nice, Thankful, Do Good, and Believe HakanFire
    14 replies 112 retweets 438 likes
      1. Kory Mathewson‏ @korymath 28 Sep 2017
        Replying to @fchollet

        Kind of makes me want ML code golf to be a thing...

        0 replies 0 retweets 1 like
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      1. New conversation
      2. alex‏ @alex_pka 28 Sep 2017
        Replying to @fchollet

        After Theano's announcement I heard Keras will also halt development soon, have you considered re-licensing to a less restrictive license?

        1 reply 0 retweets 0 likes
      3. François Chollet‏Verified account @fchollet 28 Sep 2017
        Replying to @alex_pka

        Keras has ~160k users, growing ~100% yr-on-yr. It's going to the moon. And it is licensed under the v permissive MIT license. Confused much?

        0 replies 0 retweets 6 likes
      4. End of conversation
      1. New conversation
      2. JB Rubinovitz‏ @rubinovitz 28 Sep 2017
        Replying to @fchollet

        I literally wrote a script for this and was going to PR it as an example today, do you still need the 1D conv net seq2seq example?

        1 reply 0 retweets 3 likes
      3. François Chollet‏Verified account @fchollet 28 Sep 2017
        Replying to @rubinovitz

        Feel free to open a PR! I do have the seq2seq example ready, but it's good to compare notes. 1D conv seq to seq needed too!

        1 reply 0 retweets 3 likes
      4. Show replies
      1. Emmanuel Ameisen‏ @mlpowered 28 Sep 2017
        Replying to @fchollet

        @deanofthewebb quick solution!

        0 replies 0 retweets 1 like
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      1. kaza razat‏ @kazarazat 28 Sep 2017
        Replying to @fchollet

        pic.twitter.com/4YzAn3ovcm

        0 replies 0 retweets 1 like
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      1. New conversation
      2. Shubhanshu Mishra‏ @TheShubhanshu 28 Sep 2017
        Replying to @fchollet

        What is the format of the decoder_input_data, in Seq2Seq the decoder's output is the input on next step. So I am bit confused.

        1 reply 0 retweets 1 like
      3. François Chollet‏Verified account @fchollet 28 Sep 2017
        Replying to @TheShubhanshu

        decoder_target_data is the same as decoder_input_data, but one timestep ahead.

        1 reply 1 retweet 1 like
      4. Show replies
      1. Kostya Glushak‏ @kostyainua 29 Sep 2017
        Replying to @fchollet

        I wonder if attention was also implemented somewhere in Keras?

        0 replies 0 retweets 1 like
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