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

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.