tf.train.Features

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

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.train.Features

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
      } }
    }

Attributes
feature	repeated FeatureEntry feature

Child Classes

class FeatureEntry