keras.utils

2022-09-03 19:59:31 浏览数 (2)

Keras utilities.

Classes

  • class CustomObjectScope: Provides a scope that changes to _GLOBAL_CUSTOM_OBJECTS cannot escape.
  • class GeneratorEnqueuer: Builds a queue out of a data generator.
  • class HDF5Matrix: Representation of HDF5 dataset to be used instead of a Numpy array.
  • class OrderedEnqueuer: Builds a Enqueuer from a Sequence.
  • class Progbar: Displays a progress bar.
  • class Sequence: Base object for fitting to a sequence of data, such as a dataset.
  • class SequenceEnqueuer: Base class to enqueue inputs.

Functions

  • convert_all_kernels_in_model(...): Converts all convolution kernels in a model from Theano to TensorFlow.
  • custom_object_scope(...): Provides a scope that changes to _GLOBAL_CUSTOM_OBJECTS cannot escape.
  • deserialize_keras_object(...)
  • get_custom_objects(...): Retrieves a live reference to the global dictionary of custom objects.
  • get_file(...): Downloads a file from a URL if it not already in the cache.
  • get_source_inputs(...): Returns the list of input tensors necessary to compute tensor.
  • model_to_dot(...): Convert a Keras model to dot format.
  • multi_gpu_model(...): Replicates a model on different GPUs. (deprecated)
  • normalize(...): Normalizes a Numpy array.
  • plot_model(...): Converts a Keras model to dot format and save to a file.
  • serialize_keras_object(...)
  • to_categorical(...): Converts a class vector (integers) to binary class matrix.

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