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

From class org.tensorflow.op.RawOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Return this unit of computation as a single Operation.
final String	toString()

From class java.lang.Object

boolean	equals(Object arg0)
final Class<?>	getClass()
int	hashCode()
final void	notify()
final void	notifyAll()
String	toString()
final void	wait(long arg0, int arg1)
final void	wait(long arg0)
final void	wait()

From interface org.tensorflow.op.Op

abstract ExecutionEnvironment	env() Return the execution environment this op was created in.
abstract Operation	op() Return this unit of computation as a single Operation.

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