IsotonicRegression

public final class IsotonicRegression

Solves a batch of isotonic regression problems.

Constants

String

OP_NAME

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

Public Methods

static <U extends TNumber> IsotonicRegression<U>	create(Scope scope, Operand<? extends TNumber> input, Class<U> outputDtype) Factory method to create a class wrapping a new IsotonicRegression operation.
static IsotonicRegression<TFloat32>	create(Scope scope, Operand<? extends TNumber> input) Factory method to create a class wrapping a new IsotonicRegression operation using default output types.
Output<U>	output() A (batch_size, dim)-tensor holding the per-batch element solutions.
Output<TInt32>	segments() An int32 (batch_size, dim)-tensor with the segments.

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: "IsotonicRegression"

Public Methods

public static IsotonicRegression<U> create (Scope scope, Operand<? extends TNumber> input, Class<U> outputDtype)

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

Parameters

scope	current scope
input	A (batch_size, dim)-tensor holding a batch of inputs.
outputDtype	Dtype of output.

Returns

• a new instance of IsotonicRegression

public static IsotonicRegression<TFloat32> create (Scope scope, Operand<? extends TNumber> input)

Factory method to create a class wrapping a new IsotonicRegression operation using default output types.

Parameters

scope	current scope
input	A (batch_size, dim)-tensor holding a batch of inputs.

Returns

• a new instance of IsotonicRegression

public Output<U> output ()

A (batch_size, dim)-tensor holding the per-batch element solutions.

public Output<TInt32> segments ()

An int32 (batch_size, dim)-tensor with the segments.