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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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    François Chollet‏Verified account @fchollet 29 Nov 2020

    Deep learning isn't a science, but rather an ever-changing set of empirically-derived engineering best practices, woven together by over-claiming, unreliable narratives.

    2:16 PM - 29 Nov 2020
    • 425 Retweets
    • 3,091 Likes
    • vesper Carina Mieth Brandon John Thomas Henderson (he•him•his) Dheeraj Tommandru Lorenzo Andraghetti . Plamen V Nikolov 🇺🇸🌐 Farouk Hjabo
    53 replies 425 retweets 3,091 likes
      1. New conversation
      2. Melanie Mitchell‏ @MelMitchell1 29 Nov 2020
        Replying to @fchollet

        Sounds like you're describing this:https://www.sciencemag.org/news/2018/05/ai-researchers-allege-machine-learning-alchemy …

        4 replies 12 retweets 102 likes
      3. QHibernator‏ @bklau2006 29 Nov 2020
        Replying to @MelMitchell1 @fchollet

        Pssssst! As long as the emperor is happy with his new clothes why spoil the party?

        0 replies 0 retweets 2 likes
      4. End of conversation
      1. New conversation
      2. Bojan Tunguz‏ @tunguz 29 Nov 2020
        Replying to @fchollet

        Actually, that *does* sound a lot like science.

        1 reply 0 retweets 51 likes
      3. Show replies
      1. Houston H.  💉 💉 💉 🎄 Haynes‏ @h3techdev 29 Nov 2020
        Replying to @fchollet

        You need to work "heuristics" in there and you've got yourself an abstract.

        0 replies 0 retweets 6 likes
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      1. Dr. D‏ @dSystems_ai 29 Nov 2020
        Replying to @fchollet

        Then is the field now better suited to experimental physicist rather than theoretical ones?

        0 replies 0 retweets 0 likes
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      1. QHibernator‏ @bklau2006 29 Nov 2020
        Replying to @fchollet

        Like most graph-fitting do when data points changes. Except adding in some extrema mathematical sophistication spiced it up and elevated it to scientific status

        0 replies 0 retweets 0 likes
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      1. New conversation
      2. Miguelito‏ @berimbauhero 29 Nov 2020
        Replying to @fchollet

        @wc_abreupic.twitter.com/pvQSRuE6t5

        1 reply 0 retweets 0 likes
      3. coach de enxaqueca‏ @whsalIas 29 Nov 2020
        Replying to @berimbauhero @fchollet

        mandar pro pessoal que tá entrando nas graduações em "ciência de dados"

        2 replies 0 retweets 1 like
      4. Show replies
      1. FrankStain‏ @Frank37004246 29 Nov 2020
        Replying to @fchollet

        the narratives keep changing :) has a conclusion been reached on why batch normalisation works? every 6 months there is a different story....

        0 replies 0 retweets 2 likes
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