# tensorflow::ops::Bucketize Class Reference

# tensorflow::ops::Bucketize

`#include <math_ops.h>`

Bucketizes 'input' based on 'boundaries'.

## Summary

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

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

Arguments:

- scope: A [Scope](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object
- input: [Any](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/any#classtensorflow_1_1ops_1_1_any) shape of [Tensor](https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/tensor#classtensorflow_1_1_tensor) contains with int or float type.
- boundaries: A sorted list of floats gives the boundary of the buckets.

<br />

Returns:

- `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output`: Same shape with 'input', each value of input replaced with bucket index.

<br />

(numpy) Equivalent to np.digitize.

| ### Constructors and Destructors ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1a104987760896f84594d21a17738a6fe1(const ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope & scope, ::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/input#classtensorflow_1_1_input input, const gtl::ArraySlice< float > & boundaries)` ||

| ### Public attributes ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1a11d9d7e39578db3e3dfaf2ef9213ae34` | `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1aa111bb19d459f3f26ae8f03297739125` | `::https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output` |

| ### Public functions ||
|---|---|
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1af82e929e268a0301d7ce4c41480a19e4() const ` | `::tensorflow::Node *` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1a7d66691237f8de46ab0c52782419cf53() const ` | ` `` ` |
| `https://www.tensorflow.org/versions/r2.3/api_docs/cc/class/tensorflow/ops/bucketize#classtensorflow_1_1ops_1_1_bucketize_1aa3f697a162b180d9aa7847cb7d22dc3e() const ` | ` `` ` |

## Public attributes

### operation

```
Operation operation
```

### output

```
::tensorflow::Output output
```

## Public functions

### Bucketize

```
 Bucketize(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input input,
  const gtl::ArraySlice< float > & boundaries
)
```

### node

```
::tensorflow::Node * node() const 
```

### operator::tensorflow::Input

```
 operator::tensorflow::Input() const 
```

### operator::tensorflow::Output

```
 operator::tensorflow::Output() const 
```