Bucketize
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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
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
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.
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.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2022-09-07 UTC.
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