addons/tensorflow_addons/rnn

Addons - RNN

Components

https://www.tensorflow.org/addons/api_docs/python/tfa/rnn

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')

Testing Requirements

• To run your tf.functions in eager mode and graph mode in the tests, you can use the @pytest.mark.usefixtures("maybe_run_functions_eagerly") decorator. This will run the tests twice, once normally, and once with tf.config.run_functions_eagerly(True).

Documentation Requirements

• Update the CODEOWNERS file