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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 22 Jun 2018

      Deep learning is useful because it enables us to create programs that we could not otherwise code by hand. But the space of programs you can learn via deep learning models is a minuscule slice of the space of programs that we may be interested in.

      8 replies 358 retweets 1,052 likes
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    2. François Chollet‏Verified account @fchollet 22 Jun 2018

      Most interesting processes cannot be learned by a stack of affine transforms (plus squashing functions) mapping one vector space to another point-by-point. Even given large amounts of data.

      7 replies 30 retweets 138 likes
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    3. Alex Spanos‏ @alexiospanos 22 Jun 2018
      Replying to @fchollet

      What do you mean by 'interesting' @fchollet ?

      2 replies 0 retweets 2 likes
      François Chollet‏Verified account @fchollet 22 Jun 2018
      Replying to @alexiospanos

      The space of possible programs is infinite, but we only care about a limited subset of them: programs that are useful to us.

      3:26 PM - 22 Jun 2018
      • 2 Likes
      • Ali Sohani Yaser Sulaiman
      0 replies 0 retweets 2 likes

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