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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 28 Dec 2020

    Being able to inspect your model by plotting it via `plot_model(model, show_shapes=True)` is pretty useful when you're debugging.pic.twitter.com/sVjHlKFAZl

    10:32 PM - 28 Dec 2020
    • 37 Retweets
    • 426 Likes
    • Joshua Jansen van Vüren Daniel Díaz Stephan Mohammed Innat Piotr Mikulski Abdelhak Aissat Yuibi Fujimoto Christian Merkwirth Bhavya | ભવ્ય | 𑀪𑀯𑁆𑀬
    9 replies 37 retweets 426 likes
      1. François Chollet‏Verified account @fchollet 28 Dec 2020

        This is basically a visual form of `model.summary()`.

        4 replies 2 retweets 80 likes
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      1. Me, Myself and I‏ @iamr0b0tx 28 Dec 2020
        Replying to @fchollet

        I love this feature 😍

        0 replies 0 retweets 0 likes
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      1. New conversation
      2. Anditya Arifianto‏ @Undeedz 29 Dec 2020
        Replying to @fchollet

        I think it would be more fun if it has option to show subplot of inner/child model. I can do it for model.summary(), but not yet for plot_model()

        1 reply 0 retweets 1 like
      3. Fer Cossio‏ @F_cossio 29 Dec 2020
        Replying to @Undeedz @fchollet

        plot_model(model, expand_nested=True) 😜

        0 replies 0 retweets 0 likes
      4. End of conversation
      1. New conversation
      2. Snehal‏ @sn3h4l 29 Dec 2020
        Replying to @fchollet

        I still remember the time I plotted my first NN model. It was mind blowing to see how everything looked so self explanatory and simple. Could we get something like this but animated? Not much but just some pointers flowing through those connections...

        1 reply 0 retweets 2 likes
      3. Jon Magoon‏ @jsmagoon 29 Dec 2020
        Replying to @sn3h4l @fchollet

        Check out the tool we built here: https://zetane.com/gallery , we would love feedback on whether it helps with exploring and debugging models visually!

        0 replies 0 retweets 4 likes
      4. End of conversation
      1. LIFT EMOTION‏ @LiftEmotion 29 Dec 2020
        Replying to @fchollet

        A NLP model predicts "friendly" and "hopeful" vibes in the tweet.pic.twitter.com/9X8UsSexGF

        0 replies 0 retweets 3 likes
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      1. Paul Skeie‏ @paul_skeie 29 Dec 2020
        Replying to @fchollet

        What’s that you’re modeling? Looks like hydrology, runoff or something. Can you tell?

        0 replies 0 retweets 0 likes
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      1. Jon Magoon‏ @jsmagoon 29 Dec 2020
        Replying to @fchollet

        Our team also built a free model viewer that handles Keras models along with intermediate data and gives visualizations + stats on the tensors: https://zetane.com/gallery 

        0 replies 0 retweets 2 likes
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      1. Ilya Raykhel‏ @Xirax_ru 29 Dec 2020
        Replying to @fchollet

        I could never get this to work on Windows, required packages refused to work :(

        0 replies 0 retweets 1 like
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