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

org.tensorflow.op.PrimitiveOp
final boolean
equals(Object obj)
final int
hashCode()
Operation
op()
Returns the underlying Operation
final String
toString()
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()
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.