IsotonicRegression

public final class IsotonicRegression

Solves a batch of isotonic regression problems.

Public Methods

static <U extends Number, T extends Number> IsotonicRegression<U>	create(Scope scope, Operand<T> input, Class<U> outputDtype) Factory method to create a class wrapping a new IsotonicRegression operation.
static <T extends Number> IsotonicRegression<Float>	create(Scope scope, Operand<T> 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<Integer>	segments() An int32 (batch_size, dim)-tensor with the segments.

Inherited Methods

From class org.tensorflow.op.PrimitiveOp

final boolean	equals(Object obj)
final int	hashCode()
Operation	op() Returns the underlying 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()

Public Methods

public static IsotonicRegression<U> create (Scope scope, Operand<T> 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<Float> create (Scope scope, Operand<T> 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<Integer> segments ()

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