Classes
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 OrthogonalRegularizer
: Regularizer that encourages input vectors to be orthogonal to each other.
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.
class orthogonal_regularizer
: Regularizer that encourages input vectors to be orthogonal to each other.
Functions
get(...)
: Retrieve a regularizer instance from a config or identifier.
l1_l2(...)
: Create a regularizer that applies both L1 and L2 penalties.