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tf.train.Features

Protocol message for describing the features of a tf.train.Example.

Used in the notebooks

Used in the tutorials

Features are organized into categories by name. The Features message contains the mapping from name to tf.train.Feature.

One item value of Features for a movie recommendation application:

    feature {
      key: "age"
      value { float_list {
        value: 29.0
      } }
    }
    feature {
      key: "movie"
      value { bytes_list {
        value: "The Shawshank Redemption"
        value: "Fight Club"
      } }
    }
    feature {
      key: "movie_ratings"
      value { float_list {
        value: 9.0
        value: 9.7
      } }
    }
    feature {
      key: "suggestion"
      value { bytes_list {
        value: "Inception"
      } }
    }
    feature {
      key: "suggestion_purchased"
      value { int64_list {
        value: 1
      } }
    }
    feature {
      key: "purchase_price"
      value { float_list {
        value: 9.99
      } }
    }

feature repeated FeatureEntry feature

Child Classes

class FeatureEntry