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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 Jun 29

      Programming is about aligning what the code should do, what you think the code does, and what the code says. Intent, mental model, syntax. If any of these pieces is out of sync, your code doesn't work.

      7 replies 73 retweets 524 likes
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      François Chollet‏Verified account @fchollet Jun 29

      Debugging is the process of identifying and fixing the mismatches between the 3. Mismatch between mental model and syntax = easy debugging Mismatch between mental model and intent = hard debugging

      8:36 AM - 29 Jun 2021
      • 12 Retweets
      • 147 Likes
      • Antifa Arkadeep Banerjee Mohammed Sagheer T M Deepika Rani Oliver Zeigermann Rus Whang ضحي الشكيلي M.V. Read Kraus
      5 replies 12 retweets 147 likes
        1. Brian M Rosen‏ @musicvstheater Jun 29
          Replying to @fchollet

          Mismatch between mental model and intent = bugging!

          0 replies 0 retweets 1 like
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        1. Athul Anil Kumar‏ @athul7744 Jun 29
          Replying to @fchollet

          This is so accurate! Thanks for summing it up, next time when I debug, I can use this is idea to find what I'm missing.

          0 replies 0 retweets 1 like
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        1. Stanley Waite‏ @stanleywaite1 Jun 29
          Replying to @fchollet

          the hard debug is when the syntax does not equal the intent.... when the mental mode can't see its fault.😇

          0 replies 0 retweets 1 like
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        1. thalapathy‏ @thallukrish Jun 29
          Replying to @fchollet

          Many a time the 3 things happen to refine the intent which in turn make you go through the 3 things again. That makes it even harder.

          0 replies 0 retweets 0 likes
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        1. nik hultgren‏ @nik_hultgren Jun 29
          Replying to @fchollet

          Reason 45 why SCRUM creates bugs: Starting coding before you know the intent and have no mental model, is a sure fire way to create bugs.

          0 replies 0 retweets 0 likes
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