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

Bucketize

public final class Bucketize

Bucketizes 'input' based on 'boundaries'.

For example, if the inputs are boundaries = [0, 10, 100] input = [[-5, 10000] [150, 10] [5, 100]]

then the output will be output = [[0, 3] [3, 2] [1, 3]]

Public Methods

Output<Integer>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number> Bucketize	create(Scope scope, Operand<T> input, List<Float> boundaries) Factory method to create a class wrapping a new Bucketize operation.
Output<Integer>	output() Same shape with 'input', each value of input replaced with bucket index.

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()

From interface org.tensorflow.Operand

abstract Output<Integer>

asOutput()

Returns the symbolic handle of a tensor.

Public Methods

public Output<Integer> asOutput ()

Returns the symbolic handle of a tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static Bucketize create (Scope scope, Operand<T> input, List<Float> boundaries)

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

Parameters

scope	current scope
input	Any shape of Tensor contains with int or float type.
boundaries	A sorted list of floats gives the boundary of the buckets.

Returns

a new instance of Bucketize

public Output<Integer> output ()

Same shape with 'input', each value of input replaced with bucket index.