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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 15 Sep 2017

      What's the SOTA on ACL-IMDB, and how fancy is it? A decent n-gram logreg baseline I just tried gets to 91.4% test accuracy with no tuning...

      3 replies 0 retweets 16 likes
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    2. François Chollet‏Verified account @fchollet 15 Sep 2017

      Keras logreg with 0.5 dropout, on top 70k 4-grams selected via sklearn's f_classif score function. Binary vectorization. After 3 epochs.

      1 reply 0 retweets 1 like
      François Chollet‏Verified account @fchollet 15 Sep 2017

      Some training runs get to 91.6. This is single-model. No parameter was tuned based on test scores, at all.

      4:55 PM - 15 Sep 2017
      0 replies 0 retweets 0 likes

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