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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 May 3

      Within 10-20 years, nearly every branch of science will be, for all intents and purposes, a branch of computer science. Computational physics, comp chemistry, comp biology, comp medicine... Even comp archeology. Realistic simulations, big data analysis, and ML everywhere

      341 replies 1,216 retweets 5,501 likes
      Show this thread
    2. Xavier Amatriain‏Verified account @xamat May 3
      Replying to @fchollet

      You mean CS will turn into a commodity?

      6 replies 2 retweets 48 likes
      François Chollet‏Verified account @fchollet May 3
      Replying to @xamat

      Rather, I mean that CS will make up a critically large fraction of all science. Not unlike how linear algebra makes up a critically large fraction of quantum physics, for instance.

      9:25 PM - 3 May 2021
      • 2 Retweets
      • 63 Likes
      • okarthikb Oliver Emberton 🗜j Aditya Bharadwaj Empyrean Blubber (Free Ross) Srikant Gadicherla Ayush Rafael Lopez
      6 replies 2 retweets 63 likes
        1. New conversation
        2. Xavier Amatriain‏Verified account @xamat May 3
          Replying to @fchollet

          Exactly. I will call linear algebra a commodity by now. It supports science as a whole, but there is no "interesting" research in the specific area per se.

          4 replies 1 retweet 22 likes
        3. Alex Ellis‏ @a_p_ellis May 3
          Replying to @xamat @fchollet

          Depends on what you mean by linear algebra. Much of representation theory could be reasonably considered a form of linear algebra, and that's a massive area of research Generalize fields with rings, and there's plenty left to study about linear equations

          3 replies 1 retweet 10 likes
        4. Show replies
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        2. Mark Crowley‏ @compthink May 4
          Replying to @IndiaFiles @fchollet @xamat

          That's why he's talking about Computer Science, which is about algorithms/data structures and not computing power.

          1 reply 0 retweets 0 likes
        3. End of conversation
        1. Silas Daniel Kieser‏ @SilasKieser May 4
          Replying to @fchollet @xamat

          Neural nets will be the new t-test?

          0 replies 0 retweets 0 likes
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        1. Nicolas Bray (he/him)‏ @yarbsalocin May 4
          Replying to @fchollet @xamat

          Do you think that quantum physics is a branch of linear algebra?

          0 replies 0 retweets 13 likes
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        1. Arpan Das‏ @arpanio May 4
          Replying to @fchollet @xamat

          Numerical methods have been a thing since forever Long before the ML/DL/RL cambrian explosion, scientists depended on numerical methods (as opposed to closed-form solutions to "assume-the-cow-is-spherical-in-a-vacuum"-type problems) So yes, CS has already taken over the world

          0 replies 0 retweets 0 likes
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        1. Ventnostics‏ @ventnostics May 5
          Replying to @fchollet @xamat

          🙃https://www.youtube.com/watch?v=lL4wg6ZAFIM …

          0 replies 0 retweets 0 likes
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