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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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    1. deliprao.eth ( 📜, 📜)‏ @deliprao 4 Jan 2017

      Keras makes bidirectional LSTMs easy to write (literally 3 lines). But knowing if applying them makes sense, is a different story.pic.twitter.com/qCVrpkDdmj

      6 replies 14 retweets 64 likes
    2. François Chollet‏Verified account @fchollet 4 Jan 2017
      Replying to @deliprao @weballergy

      alternatively: `Bidirectional(LSTM(...))` will take care of the boilerplate for you https://github.com/fchollet/keras/blob/master/keras/layers/wrappers.py#L134 …

      1 reply 1 retweet 10 likes
    3. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 5 Jan 2017
      Replying to @fchollet @deliprao @weballergy

      is there also an easy way to do small variations? e.g., run to the two sides of each word, without the word?

      1 reply 1 retweet 1 like
    4. François Chollet‏Verified account @fchollet 5 Jan 2017
      Replying to @yoavgo @deliprao @weballergy

      not entirely sure what you mean. Please give an example?

      1 reply 0 retweets 0 likes
    5. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 5 Jan 2017
      Replying to @fchollet @deliprao

      z_i = concat(LSTM(x_1,..,x_{i-1}), LSTM(x_n,...x_{i+1}))

      3 replies 0 retweets 1 like
    6. François Chollet‏Verified account @fchollet 5 Jan 2017
      Replying to @yoavgo @deliprao

      you can do this in a few lines. You'll need a Lambda layer to split the sequences.

      1 reply 0 retweets 0 likes
    7. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 5 Jan 2017
      Replying to @fchollet @deliprao

      hmm. that's where I got stuck the last time ;)

      1 reply 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 5 Jan 2017
      Replying to @yoavgo @deliprao

      it's not trivial by any means. What tools do you usually use?

      1:18 AM - 5 Jan 2017
      1 reply 0 retweets 0 likes
        1. (((ل()(ل() 'yoav)))) 👾‏ @yoavgo 5 Jan 2017
          Replying to @fchollet @deliprao

          dynet

          0 replies 0 retweets 1 like
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