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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. François Chollet‏Verified account @fchollet 19 Jul 2017

      Seen several replies to my post on the future of DL saying "who needs programming, LSTM is enough for everything (btw the brain is a LSTM)"

      3 replies 20 retweets 48 likes
    2. François Chollet‏Verified account @fchollet 19 Jul 2017
      Replying to @fchollet

      First, LSTM is not Turing complete. I'll grant you that RNN architectures can be Turing complete, for instance ConvLSTM is Turing complete

      2 replies 7 retweets 36 likes
    3. François Chollet‏Verified account @fchollet 19 Jul 2017
      Replying to @fchollet

      Second, what matters isn't that *in theory* you can express anything with a ConvLSTM. What matters is if you can do it in practice

      1 reply 11 retweets 35 likes
      François Chollet‏Verified account @fchollet 19 Jul 2017

      Really it boils down to this. Finding & training a ConvLSTM that can render Markdown to HTML is near-impossible. But it's 20 lines of Pythonpic.twitter.com/ATke0YcDtC

      9:31 AM - 19 Jul 2017
      • 14 Retweets
      • 78 Likes
      • gabe 🛠 Mohamed Zahran Bruce Chen Joel Hooper WeiChing Lin Pierre Nagorny Dima Knivets Saurabh Srivastava Will Zhang
      2 replies 14 retweets 78 likes
        1. New conversation
        2. François Chollet‏Verified account @fchollet 19 Jul 2017
          Replying to @fchollet

          Let's face it: we need richer ML primitives. We need more than matmul. I don't see why it's so difficult to grasp for some

          5 replies 17 retweets 86 likes
        3. JB Rubinovitz‏ @rubinovitz 19 Jul 2017
          Replying to @fchollet

          Waiting to see if deep learning will benefit from the break throughs in understanding the huge role of glia in neuro. Neurons arent endgame

          1 reply 0 retweets 3 likes
        4. Show replies
        1. Ravi Annaswamy‏ @bag_of_ideas 19 Jul 2017
          Replying to @fchollet

          Grammar induction could solve this usecase

          0 replies 0 retweets 0 likes
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