Deep Learning

  • État: Closed
  • Prix: $50
  • Propositions reçues: 1
  • Gagnant: b1dr

Résumé de concours

(Book title: Francois Chollet, Deep Learning with Python, O’Reilly, 2018.)
Then Read Part 3.5 (Classifying newswires)
Then Answer these assignment:
1) Follow the discussion and instruction on the book, which provided a complete net to classify IMDB reviews., to classify 10 pieces of news/reviews on Samsung S10. You can use the predict function as demonstrated in the book. As you have already had the neural network from the book, all coding you need to do is to convert the book into integer arrays and then vectorize them. It is the reverse of the 'decoding' function used in the text to reveal the contents of the review.
2) Randomly change at least 10 times on parameters (number of layers, loss function, optimizer, etc.) of the neural network and see how that impact the accuracy of the neural network. Record and report your observations.
*Note: Use Python Language for answer.

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  • b1dr
    b1dr
    • il y a 1 mois

    Hello, I am currently working on the tasks you described, the first one is nearly finished. Taking into consideration the amount of effort it will take to train and re-train for the second task, the amount offered as a prize seems unsatisfying. For that reason, I would like to suggest an increase in prize, say $58. I would like to get some feedback before resuming the work. #increaseprize

    • il y a 1 mois
    1. b1dr
      b1dr
      • il y a 1 mois

      I hope you're familiar with Latex so you can add your info to the report. I'll finish the work in one hour maybe two, in the meantime, please install Tensorflow-backened Keras if you haven't already.

      • il y a 1 mois
    2. b1dr
      b1dr
      • il y a 1 mois

      You need to award the entry so I can send you the files

      • il y a 1 mois
  • FrederickMD2018
    Titulaire du concours
    • il y a 1 mois

    I didn't accept any entry because I made deal with you but, if you don't do it I'll looking for another one.

    • il y a 1 mois
  • HoneyCloud
    HoneyCloud
    • il y a 1 mois

    where can I find the Samsung 10 news/reviews datasets?

    • il y a 1 mois
    1. FrederickMD2018
      Titulaire du concours
      • il y a 1 mois

      Hi there,
      I don't have any more details except what I posted
      Thanks

      • il y a 1 mois
  • HoneyCloud
    HoneyCloud
    • il y a 1 mois

    Hi ,
    Would like to ask more clarification question .

    • il y a 1 mois

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