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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 24 Sep 2020

      The more complex you make something -- even if it's only structured, constructive complexity -- the more people you are excluding. Simplicity is accessibility

      12 replies 109 retweets 571 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 24 Sep 2020

      I can forgive constructive complexity -- abstract philosophy, high art. But the addition of unnecessary complexity specifically for the purpose of excluding as many people as possible is all too common, and something to push back against.

      5 replies 15 retweets 177 likes
      Show this thread
    3. Alex Moore‏ @alexmooreML 24 Sep 2020
      Replying to @fchollet

      Do you have an example in mind of something intentionally unnecessarily complex?

      3 replies 0 retweets 1 like
      François Chollet‏Verified account @fchollet 24 Sep 2020
      Replying to @alexmooreML

      Most scientific papers, which tend leverage complexity of form in order to appear serious and clever, sometimes to cover triviality of substance.

      5:17 PM - 24 Sep 2020
      • 2 Retweets
      • 10 Likes
      • me aguardando pra quando o carnaval chegar pedantic uncertaintist duck hands are typing words Michael Juhasz Ed Plese Read Kraus Tramedin Alex Moore
      3 replies 2 retweets 10 likes
        1. New conversation
        2. François Chollet‏Verified account @fchollet 24 Sep 2020
          Replying to @fchollet @alexmooreML

          It's also something you see in immature creative writers. Seeking to make prose more complex, with the intent to make it appear more prose-like, when the better approach is actually to reduce it to its simplest form.

          1 reply 1 retweet 2 likes
        3. Denise Gershbein‏ @dgersh 24 Sep 2020
          Replying to @fchollet @alexmooreML

          I appreciate the clarification. When I read your first tweet I imagined the example of media and news - where, obviously, oversimplification is in some cases exactly what does not help.

          0 replies 0 retweets 1 like
        4. End of conversation
        1. Yanir Kleiman‏ @hexygen 24 Sep 2020
          Replying to @fchollet @alexmooreML

          It should be pointed out that this is not necessarily caused by the authors but is a byproduct of the scientific review method. Papers with "trivial substance" can still be useful and important, yet they can get published only if they appear serious and clever.

          0 replies 0 retweets 2 likes
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        1. New conversation
        2. TrainOfError‏ @TrainOfError 24 Sep 2020
          Replying to @fchollet @alexmooreML

          Small communities doing any kind of deep work for prolonged periods are naturally going to expand language in their domain. It’s hard to remember what people don’t know, and this complexity can arrive quite innocently and accidentally.pic.twitter.com/R9AvyUfEhQ

          1 reply 0 retweets 0 likes
        3. TrainOfError‏ @TrainOfError 24 Sep 2020
          Replying to @TrainOfError @fchollet @alexmooreML

          I became very irritated early in my initial attempt at learning ML because i felt simple concepts were cloaked in unusual terms. ‘Stochastic gradient descent’ could be explained much more simply. But ultimately there is value in the specificity that’s keeps these terms around.

          0 replies 0 retweets 2 likes
        4. End of conversation

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