Warning: This API is deprecated and will be removed in a future version of TensorFlow after the replacement is stable.

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

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.