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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 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
      3 replies 18 retweets 66 likes
      Show this thread
      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.

      11:02 AM - 18 Dec 2018
      • 11 Retweets
      • 56 Likes
      • Bjorke uıʌǝʞ David Hwang Omar Rizwan Guillaume Verdon Andrea Hollen Thomas Dargent oooops engineer Peeyush Will Crichton
      3 replies 11 retweets 56 likes
        1. 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
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        1. ((λ()'Dr.ArneBab))‏ @ArneBab 18 Dec 2018
          Replying to @fchollet

          This is a wonderfully brief quote which captures what I feel about the best Python libraries — thank you!

          0 replies 1 retweet 1 like
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