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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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    François Chollet‏Verified account @fchollet 2 Jan 2017

    The deep learning frameworks used by researchers tend to differ from those used in industry and at large. Torch is big, MXNet non-existent.pic.twitter.com/nrkJ7jvDMJ

    1:18 PM - 2 Jan 2017
    • 136 Retweets
    • 210 Likes
    • Adelyn Michael Guilfoyle Kuo-Hsin Tu さつま James Pitt Dr Christopher Madan 🐘🧠💻 Eduardo Arnold Saikat Basak Velizar VESSELINOV
    8 replies 136 retweets 210 likes
      1. New conversation
      2. François Chollet‏Verified account @fchollet 2 Jan 2017
        Replying to @fchollet

        Of course this metric may not be quite representative of actual usage. Up to 85% of researchers do note cite the tools they use at all.

        1 reply 9 retweets 29 likes
      3. Michael Gygli‏ @GygliMichael 2 Jan 2017
        Replying to @fchollet

        but certainly more than a mix of github metrics. Awesome you did that analysis. Ment to do it for some time :)

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. Federico Vaggi‏ @F_Vaggi 2 Jan 2017
        Replying to @fchollet

        I wonder if MXNet will get a big boost now that Amazon officially embraced it.

        0 replies 1 retweet 3 likes
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      1. Adam Erickson  🌎 🛰️‏ @admercs 2 Jan 2017
        Replying to @fchollet

        Thank you, Francois! Very cool to see.

        0 replies 0 retweets 0 likes
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      1. Vikesh Khanna‏ @vikeshkhanna 2 Jan 2017
        Replying to @fchollet

        Interesting stastic, thanks! Is this from a source or did you compute it yourself?

        0 replies 0 retweets 0 likes
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      1. Francesco Gadaleta‏ @ThisIsFrag 3 Jan 2017
        Replying to @fchollet

        the most "performant" ones are the least used

        0 replies 0 retweets 0 likes
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      1. New conversation
      2. vykintas.eth‏ @vykintasm 3 Jan 2017
        Replying to @fchollet

        could it be just adoption lag?

        1 reply 0 retweets 0 likes
      3. François Chollet‏Verified account @fchollet 3 Jan 2017
        Replying to @vykintasm

        yes, there's adoption lag, and the metric itself is lagging by 4-6 mo on top of that. Explains the presence of Torch and Lasagne.

        1 reply 0 retweets 0 likes
      4. Show replies
      1. IIoT, AI & Big Data‏ @IIoTML 8 Jan 2017
        Replying to @fchollet @abhi1thakur

        @fchollet Amazon uses imagenet.

        0 replies 0 retweets 0 likes
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      1. IIoT, AI & Big Data‏ @IIoTML 8 Jan 2017
        Replying to @fchollet @abhi1thakur

        @fchollet mxnet.

        0 replies 0 retweets 0 likes
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