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tf.keras.regularizers.L1L2

Class L1L2

Inherits From: Regularizer

Defined in tensorflow/python/keras/_impl/keras/regularizers.py.

Regularizer for L1 and L2 regularization.

Arguments:

  • l1: Float; L1 regularization factor.
  • l2: Float; L2 regularization factor.

Methods

__init__

__init__(
    l1=0.0,
    l2=0.0
)

Initialize self. See help(type(self)) for accurate signature.

__call__

__call__(x)

Call self as a function.

from_config

from_config(
    cls,
    config
)

get_config

get_config()

© 2018 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/keras/regularizers/L1L2