Built-in regularizers.
class L1
: A regularizer that applies a L1 regularization penalty.
class L1L2
: A regularizer that applies both L1 and L2 regularization penalties.
class L2
: A regularizer that applies a L2 regularization penalty.
class Regularizer
: Regularizer base class.
class l1
: A regularizer that applies a L1 regularization penalty.
class l2
: A regularizer that applies a L2 regularization penalty.
get(...)
: Retrieve a regularizer instance from a config or identifier.
l1_l2(...)
: Create a regularizer that applies both L1 and L2 penalties.
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Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/compat/v1/keras/regularizers