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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 9 Sep 2017

      Monitoring framework adoption in the DL research community via Google search results - TensorFlow is the main DL research platform todaypic.twitter.com/Y9c4QgnQzb

      18 replies 78 retweets 195 likes
      Show this thread
    2. François Chollet‏Verified account @fchollet 9 Sep 2017

      Over the past few days I've seen lots of green accounts on HN pushing the narrative that PyTorch is "taking over" DL research...

      8 replies 2 retweets 27 likes
      Show this thread
    3. François Chollet‏Verified account @fchollet 9 Sep 2017

      ...this is utterly contradicted by every metric I monitor with regard to usage in the research community

      3 replies 1 retweet 20 likes
      Show this thread
    4. François Chollet‏Verified account @fchollet 9 Sep 2017

      Keras has added more researchers (and general users) in the past 6 months than PyTorch has

      8 replies 6 retweets 61 likes
      Show this thread
    5. Jeremy Howard‏ @jeremyphoward 9 Sep 2017
      Replying to @fchollet

      I suspect that's a trailing metric

      1 reply 0 retweets 3 likes
    6. François Chollet‏Verified account @fchollet 9 Sep 2017
      Replying to @jeremyphoward

      All metrics are. But we look at growth rates & momentum too. PyTorch was in fact growing fast from Feb to June, but has been leveling since

      1 reply 0 retweets 4 likes
    7. Jeremy Howard‏ @jeremyphoward 9 Sep 2017
      Replying to @fchollet

      I'm not surprised. It's hard to use, & harder to use well. But I'm seeing top researchers and kagglers using it more & more. Especially NLP

      1 reply 0 retweets 5 likes
    8. Jeremy Howard‏ @jeremyphoward 9 Sep 2017
      Replying to @jeremyphoward @fchollet

      Most people at the moment would be much better off using keras

      2 replies 0 retweets 5 likes
      François Chollet‏Verified account @fchollet 9 Sep 2017
      Replying to @jeremyphoward

      For NLP research no doubt, PyTorch has heavy momentum. Lots of people made the switch from Chainer or TF.

      4:02 PM - 9 Sep 2017
      • 10 Likes
      • PyTorch Best Practices Kjetil Åmdal-Sævik Blake Jennings Mariya Yao Vivek Mishra Aakash Kumar Nain James Mishra Cesar Osorio (((Valerio Maggio)))
      1 reply 0 retweets 10 likes
        1. Yash Katariya‏ @yashk2810 9 Sep 2017
          Replying to @fchollet @jeremyphoward

          I think @jeremyphoward's new framework will give a tough competition to Keras!

          0 replies 0 retweets 0 likes
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