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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 4 Jun 2018

    François Chollet Retweeted Dumitru Erhan

    If you care about the truth of your findings, about generating reliable knowledge, then you should *want* as many people as possible try to reproduce your results. And you should make it frictionless.https://twitter.com/doomie/status/1003736438939140096 …

    François Chollet added,

    Dumitru Erhan @doomie
    From a paper I'm reading: "we have also created a docker container that reproduces all the experiments and figures in this paper". Very nice! A high bar, but I think eventually this should be the norm in machine learning conferences too.
    9:04 PM - 4 Jun 2018
    • 69 Retweets
    • 303 Likes
    • (((Yangbo Du))) Nur Lan Alexander Mishin Soroush Javadi Masoud666 Mohammed Christus Arshjot Khehra Alexis Kattan Taquieddine 🇩🇿
    3 replies 69 retweets 303 likes
      1. François Chollet‏Verified account @fchollet 4 Jun 2018

        Making it deliberately difficult to reproduce or evaluate your results is a sure sign that you are writing papers for the wrong reasons. Science may be a job, but before that, it is humanity's engine for knowledge creation. Make it work

        4 replies 48 retweets 186 likes
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      2. Terence Plizga‏ @TerencePlizga 4 Jun 2018
        Replying to @fchollet

        Wouldn't it be interesting to require that research papers be peer reviewed by a rival college before publication?

        1 reply 0 retweets 1 like
      3. Mike‏ @mikera 5 Jun 2018
        Replying to @TerencePlizga @fchollet

        Even better, change assessment of academics and institutions to value robust verification studies as much as original research publications.

        1 reply 0 retweets 0 likes
      4. Show replies

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