src.model.deeplearn.regularizer.features_orthogonal_regularizer
Classes
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FeaturesOrthogonalRegularizer regularizer to enforce orthogonality in the feature space. |
- class src.model.deeplearn.regularizer.features_orthogonal_regularizer.FeaturesOrthogonalRegularizer(**kwargs)
FeaturesOrthogonalRegularizer regularizer to enforce orthogonality in the feature space. Taken from the Keras web documentation on 2023-07-19 https://keras.io/examples/vision/pointnet
- __init__(**kwargs)
Initialize the FeaturesOrthogonalRegularizer regularizer. See
regularizer.Regularizer.__init__().
- __call__(x, training=False, mask=False)
The computational logic of the features orthogonal regularizer. See
regularizer.Regularizer.__call__(). :param x: The input tensor.
- get_config()
Obtain the dictionary specifying how to serialize the features orthogonal regularizer.
- Returns:
The dictionary with the necessary data to serialize the features orthogonal regularizer.
- Return type:
dict
- classmethod from_config(cfg)
Deserialize a features ortoghonal regularizer from given specification.
- Parameters:
cfg – The dictionary specifying how to deserialize the regularizer.
- Returns:
The deserialized orthogonal regularizer.
- Return type:
:class:.FeaturesOrthogonalRegularizer`