# tf.raw_ops.IsotonicRegression

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Solves a batch of isotonic regression problems.

#### View aliases


**Compat aliases for migration**

See
[Migration guide](https://www.tensorflow.org/guide/migrate) for
more details.

[`tf.compat.v1.raw_ops.IsotonicRegression`](https://www.tensorflow.org/api_docs/python/tf/raw_ops/IsotonicRegression)

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    tf.raw_ops.IsotonicRegression(
        input,
        output_dtype=https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/dtypes#float32,
        name=None
    )

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| ## Args ||
|---|---|
| `input` | A `Tensor`. Must be one of the following types: `float32`, `float64`, `int32`, `uint8`, `int16`, `int8`, `int64`, `bfloat16`, `uint16`, `half`, `uint32`, `uint64`. A (batch_size, dim)-tensor holding a batch of inputs. |
| `output_dtype` | An optional [`tf.DType`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf/dtypes/DType) from: `tf.half, tf.bfloat16, tf.float32, tf.float64`. Defaults to [`tf.float32`](https://www.tensorflow.org/versions/r2.13/api_docs/python/tf#float32). Dtype of output. |
| `name` | A name for the operation (optional). |

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| ## Returns ||
|---|---|
| A tuple of `Tensor` objects (output, segments). ||
| `output` | A `Tensor` of type `output_dtype`. |
| `segments` | A `Tensor` of type `int32`. |

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