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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 18 Dec 2018

    François Chollet Retweeted Martín González

    In most specialized domains, doing things well involves a surprising number of subtleties, often so many that even some professionals can't keep track of all of them.https://twitter.com/martgnz/status/1074805343312584706 …

    François Chollet added,

    Martín González @martgnz
    I think some frontend engineers don't really grasp the subtlety and design tricks that come into play once you are making charts ready for publication. Totally agree with this point from https://medium.com/@mbostock/why-you-should-use-d3-ae63c276e958 … pic.twitter.com/QA02tBGBXc
    Show this thread
    11:02 AM - 18 Dec 2018
    • 18 Retweets
    • 66 Likes
    • IntelligentWorld David Davis M.B. Drapier ecccs will fly51fly soykje Steffen Dienst Bala
    3 replies 18 retweets 66 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 18 Dec 2018

        The role of a good library is then to provide affordances that match expert mental models, with good defaults that alleviate the cognitive load of your craft. Then you can explore the design space quickly, expressing what you want in a way that feels natural.

        3 replies 11 retweets 56 likes
        Show this thread
      3. François Chollet‏Verified account @fchollet 18 Dec 2018

        In reverse, the worst libraries are those with an API that make it easy to shoot yourself in the foot if you're not paying close attention -- those that add library-specific cognitive load to your workflow instead of alleviating domain-specific cognitive load.

        1 reply 10 retweets 43 likes
        Show this thread
      4. End of conversation
      1. Martin Roberts‏ @TechSparx 18 Dec 2018
        Replying to @fchollet

        I have always been a fan of the saying, “Sophistication is subtle.”

        0 replies 0 retweets 0 likes
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      1. Gregor Kalinkat‏ @gkalinkat 19 Dec 2018
        Replying to @fchollet

        Gregor Kalinkat Retweeted Katie Mack

        🙃https://twitter.com/AstroKatie/status/1071442842873159681 …

        Gregor Kalinkat added,

        Katie MackVerified account @AstroKatie
        A surprisingly large part of having expertise in a topic is not so much knowing everything about it but learning the language and sources well enough to be extremely efficient in google searches.
        0 replies 0 retweets 0 likes
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