SdcaShrinkL1

public final class SdcaShrinkL1

Applies L1 regularization shrink step on the parameters.

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static SdcaShrinkL1
create ( Scope scope, Iterable< Operand < TFloat32 >> weights, Float l1, Float l2)
Factory method to create a class wrapping a new SdcaShrinkL1 operation.

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "SdcaShrinkL1"

Public Methods

public static SdcaShrinkL1 create ( Scope scope, Iterable< Operand < TFloat32 >> weights, Float l1, Float l2)

Factory method to create a class wrapping a new SdcaShrinkL1 operation.

Parameters
scope current scope
weights a list of vectors where each value is the weight associated with a feature group.
l1 Symmetric l1 regularization strength.
l2 Symmetric l2 regularization strength. Should be a positive float.
Returns
  • a new instance of SdcaShrinkL1