Notes-in-Machine-Learning-with-Python (5)

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Deep Learning

Neural Networks

  • imagenet — image data
  • Tenserflow

  • one_hot:

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    mnist = input_data.read_data_sets("/tmp/data/", one_hot=True)

      # 10 classes, 0-9
      # the follow is just one_hot
      #
      # 0 = [1,0,0,0,0,0,0,0,0,0]
      # 1 = [0,1,0,0,0,0,0,0,0,0]
      # 2 = [0,0,1,0,0,0,0,0,0,0]
      # ........

    • nltk —> a package for nature language processing in python

      for the future