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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 26 Oct 2019

    One thing I've been obsessed with lately: situations where the more abstract form of a program (which can handle more cases) is *simpler* then a version that's specialized for one case or subset of cases. What are some cool examples you've seen?

    11:30 AM - 26 Oct 2019
    • 29 Retweets
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    39 replies 29 retweets 255 likes
      1. javier  💚‏ @infrahumano 26 Oct 2019
        Replying to @fchollet

        Can you give us one example?

        0 replies 0 retweets 2 likes
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      1. Tedd Scofield‏ @teddscofield 26 Oct 2019
        Replying to @fchollet

        the devil is in the details

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      1. Shawn Presser‏ @theshawwn 26 Oct 2019
        Replying to @fchollet

        Lumen: https://github.com/sctb/lumen  It's a Lisp implemented in both Lua and JavaScript. In just 2k lines of code it has a full macro system and compiler infrastructure. It's production-grade. I still use it to this day. It's solved more problems than I can count, by not specializing.

        0 replies 4 retweets 30 likes
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      2. António Filipe Fonseca‏ @antfilfon 26 Oct 2019
        Replying to @fchollet

        echo "$(</dev/stdin)"

        1 reply 0 retweets 0 likes
      3. crepuscular dispatch‏ @schakalsynthetc 26 Oct 2019
        Replying to @antfilfon @fchollet

        in rc and descendants any argv element can be a redirection from a command block, as in e.g. % diff cmd.out <{cmd arg arg} which will exec as "diff cmd.out /dev/fd/n" (or eqivalent). it's clean and (ime) stunningly useful

        0 replies 0 retweets 1 like
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      1. Nasim Rahaman‏ @nasim_rahaman 26 Oct 2019
        Replying to @fchollet

        What's wrong with "lambda x, y: x + y" vs. "lambda x, y: 2 if (x == 1 and y == 1) else 3 if (x == 2 and y == 1) else 4 if (x == 2 and y == 1) else ..."? Perhaps I misinterpret, but isn't the point of programming simplification by abstraction?

        0 replies 0 retweets 11 likes
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      1. Artur Chakhvadze‏ @norpadon 26 Oct 2019
        Replying to @fchollet

        class Monad m

        0 replies 0 retweets 2 likes
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      1. Sai Prasanna‏ @sai_prasanna 26 Oct 2019
        Replying to @fchollet

        Used Generics in swift for an iOS App to create easily customizable views with same list of items -> detailed item + navigation pattern that accessed different list + detail APIs and rendered list and detail views. Generics was more simpler than copy pasting same logic.

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      1. crepuscular dispatch‏ @schakalsynthetc 26 Oct 2019
        Replying to @fchollet

        hm. idk if this is true in general or just a quirk of mine but I usually find if a language has a proper fold operator it's almost always simpler to express whatever I need to do as "fold f" than remember there's a more specialized library function for it

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      1. Jacques Mattheij‏ @jmattheij 26 Oct 2019
        Replying to @fchollet

        I have just such a case: automatic music transcription, simple version: about 65% accurate across a testset, specialized version, far more complex: 60% accurate across that same testset. Very frustrating, all that hard work for no gain!

        0 replies 0 retweets 6 likes
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