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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 12 Mar 2016

      While thinking of how to improve the Graph model in Keras, realized I needed to roll out a functional API --that will end up replacing Graph

      3 replies 1 retweet 9 likes
    2. eder‏ @edersantana 12 Mar 2016
      Replying to @fchollet

      @fchollet +1. I use graph a lot. But i noticed ppl having problem accepting or using it. Btw LambdaMerge is just freaking useful. I loved it

      1 reply 0 retweets 0 likes
    3. François Chollet‏Verified account @fchollet 12 Mar 2016
      Replying to @edersantana

      @edersantana useful, but also not a good API.

      1 reply 0 retweets 0 likes
    4. eder‏ @edersantana 12 Mar 2016
      Replying to @fchollet

      @fchollet If there is a way to make them even more intuitive and easier to use I'm all for it! In functional world Lambdas are first citzens

      1 reply 0 retweets 0 likes
    5. François Chollet‏Verified account @fchollet 12 Mar 2016
      Replying to @edersantana

      @edersantana Sent you some API stuff in DM. Any feedback?

      1 reply 0 retweets 0 likes
    6. eder‏ @edersantana 12 Mar 2016
      Replying to @fchollet

      @fchollet I wrote some comments. Let me know what you think.

      1 reply 0 retweets 1 like
    7. João Felipe, Ph.D‏ @seaandsailor 12 Mar 2016
      Replying to @edersantana

      @fchollet @edersantana Since we're talking about new API, I've been thinking about new interfaces for datasets.

      1 reply 0 retweets 1 like
    8. eder‏ @edersantana 12 Mar 2016
      Replying to @seaandsailor

      @seaandsailor @fchollet In that sense I wish we could build a data processing pipeline, out-of-core, prepop in parallel, w/ numpy api

      1 reply 0 retweets 2 likes
    9. eder‏ @edersantana 12 Mar 2016
      Replying to @edersantana

      @seaandsailor @fchollet something like Fuel for humans

      2 replies 0 retweets 0 likes
      François Chollet‏Verified account @fchollet 12 Mar 2016
      Replying to @edersantana

      @edersantana @seaandsailor +1 to that. As generators maybe

      3:30 PM - 12 Mar 2016
      2 replies 0 retweets 0 likes
        1. eder‏ @edersantana 12 Mar 2016
          Replying to @fchollet

          @fchollet @seaandsailor yeah w/ generators! but there is always this "how do I just get one point again?" thing. Numpy slice is intuitive

          0 replies 0 retweets 1 like
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        1. eder‏ @edersantana 12 Mar 2016
          Replying to @fchollet

          @fchollet @seaandsailor I like the work that Joao did with HDF5Matrix in that sense. Keep it numpy to the world as much as possible

          1 reply 0 retweets 2 likes
        2. João Felipe, Ph.D‏ @seaandsailor 12 Mar 2016
          Replying to @edersantana

          @edersantana @fchollet I am currently working on a client-server approach to datasets that don't fit in memory using generators.

          0 replies 0 retweets 2 likes
          3. End of conversation

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