README.md

Addons - RNN

Maintainers

Submodule	Maintainers	Contact Info
cell	Google	@qlzh727

Components

Submodule	Class	Reference
cell	NASCell	https://arxiv.org/abs/1611.01578
cell	LayerNormLSTMCell	https://arxiv.org/abs/1607.06450

Contribution Guidelines

Prerequisites

• For any cell based on research paper, the original paper has to be well recognized. The criteria here is >= 100 citation based on Google scholar. If the contributor feels this requirement need to be overruled, please specify the detailed justification in the PR.

Standard API

In order to conform with the current API standard, all cells must:

• Inherit from either keras.layers.AbstractRNNCell or keras.layers.Layer with required properties.
• Register as a keras global object so it can be serialized properly: @tf.keras.utils.register_keras_serializable(package='Addons')
• Add the addon to the py_library in this sub-package's BUILD file.

Testing Requirements

• When applicable, run all tests with TensorFlow's @run_in_graph_and_eager_modes (for test method) or @run_all_in_graph_and_eager_modes (for TestCase subclass) decorator.
• Add a py_test to this sub-package's BUILD file.

Documentation Requirements

• Update the table of contents in this sub-packages's README.