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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. Hal Daumé III‏ @haldaume3 16 Jul 2016

      Hal Daumé III Retweeted François Chollet

      seems cool! but unless I'm wrong (possible!) they test on the same benchmark-prog as they train on? seems dubious...https://twitter.com/fchollet/status/754372425505091584 …

      Hal Daumé III added,

      François CholletVerified account @fchollet
      Using seq2seq to fix buggy code submissions in MOOCs: http://arxiv.org/abs/1607.02902 
      1 reply 1 retweet 11 likes
    2. Smerity‏ @Smerity 16 Jul 2016
      Replying to @haldaume3

      Good point, though for them that's still highly useful. For a MOOC, bootstrap with human annotation, then automate with ML.

      1 reply 0 retweets 0 likes
    3. Hal Daumé III‏ @haldaume3 16 Jul 2016
      Replying to @Smerity

      who is "them" in this case? I'm having trouble seeing use case (almost certainly a fault of mine!)

      1 reply 0 retweets 1 like
    4. Smerity‏ @Smerity 16 Jul 2016
      Replying to @haldaume3

      MOOC :) I worked @groklearning, teaches students coding. This can be automated way of helpings students fix broken code.

      1 reply 0 retweets 0 likes
    5. Smerity‏ @Smerity 16 Jul 2016
      Replying to @Smerity @haldaume3

      For example, all of the coding questions at @groklearning have exhaustive and helpful tests as required by this method.

      1 reply 0 retweets 0 likes
    6. Smerity‏ @Smerity 16 Jul 2016
      Replying to @Smerity @haldaume3 @groklearning

      Tiny hard to catch errors can hit student morale and motivation hard. Indentation issues, indexes, off by one, etc.

      1 reply 0 retweets 0 likes
    7. Hal Daumé III‏ @haldaume3 16 Jul 2016
      Replying to @Smerity

      and repairing student code automatically is better for learning than showing them a (snippet of a) solution? (honest question--idk)

      2 replies 0 retweets 0 likes
    8. François Chollet‏Verified account @fchollet 16 Jul 2016
      Replying to @haldaume3 @Smerity

      I think fixing + highlighting mistakes is great for learning (same with language learning).

      2 replies 0 retweets 2 likes
      François Chollet‏Verified account @fchollet 16 Jul 2016
      Replying to @fchollet @haldaume3 @Smerity

      Future of language learning: AI chat app that highlights your mistakes and correct them. Learn by doing + reinforcement.

      1:05 PM - 16 Jul 2016
      • 2 Likes
      • Arindam Paul Urko
      0 replies 0 retweets 2 likes

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