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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 Feb 16

      One of my favorite Kaggle facts: after a long leaderboard stagnation period for a competition, seeing one team make a sudden breakthrough will often cause multiple independent teams to quickly reproduce the same breakthrough -- with no knowledge of how the first team did it.

      27 replies 141 retweets 1,184 likes
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      François Chollet‏Verified account @fchollet Feb 16

      Merely knowing that a different, better way is possible, causes the breakthrough to manifest into existence. Our beliefs determine our outcomes.

      11:05 AM - 16 Feb 2021
      • 61 Retweets
      • 632 Likes
      • kafamdakisinek Tarun 大島 直美 😍❤️ Faceless Arushi Madan Noj Vek Will Flyte aurelianbasa Mike Elias 💡📈
      7 replies 61 retweets 632 likes
        1. François Chollet‏Verified account @fchollet Feb 16

          To discover something, you must first expect to find it.

          20 replies 70 retweets 634 likes
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        1. Mehul‏ @mkamdar Feb 16
          Replying to @fchollet

          Interesting. Like in chess where it’s easier to find the winning moves when you know you are winning. Even at the highest levels.

          0 replies 0 retweets 1 like
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        1. ANonImesh‏ @animesh1977 Feb 16
          Replying to @fchollet

          Don't you think that time is the confounding factor?

          0 replies 0 retweets 0 likes
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        1. Bindu Reddy  🔥 ❤️‏ @bindureddy Feb 16
          Replying to @fchollet

          This is literally why we enjoy working with customers who have existing models that they want to replace with ours if the performance is better...

          0 replies 0 retweets 2 likes
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        1. Jake Krajewski‏ @Jakekrajewski Feb 16
          Replying to @fchollet

          That is truly a top tier factoid

          0 replies 0 retweets 0 likes
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        1.  ⚡nate ⚡‏ @NateTheSpy Feb 16
          Replying to @fchollet

          it's that the teams stopped working when they felt they had eeked out the last gains and started working again when the expected returns changed. no woo necessary

          0 replies 0 retweets 0 likes
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        1. Lightning‏ @_____Lightning Feb 17
          Replying to @fchollet

          Same instance for mile times. Once more people saw it was possible to run under certain time, then they also were able to achieve same results. ( 4 minute mile);https://hbr.org/amp/2018/03/what-breaking-the-4-minute-mile-taught-us-about-the-limits-of-conventional-thinking …

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