<br />

Computes inverse hyperbolic tangent of x element-wise.

#### View aliases


**Main aliases**

[`tf.atanh`](https://www.tensorflow.org/api_docs/python/tf/math/atanh)
**Compat aliases for migration**

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

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

<br />

    tf.math.atanh(
        x: Annotated[Any, https://www.tensorflow.org/api_docs/python/tf/raw_ops/Any],
        name=None
    ) -> Annotated[Any, https://www.tensorflow.org/api_docs/python/tf/raw_ops/Any]

Given an input tensor, this function computes inverse hyperbolic tangent
for every element in the tensor. Input range is `[-1,1]` and output range is
`[-inf, inf]`. If input is `-1`, output will be `-inf` and if the
input is `1`, output will be `inf`. Values outside the range will have
`nan` as output.

      x = tf.constant([-float("inf"), -1, -0.5, 1, 0, 0.5, 10, float("inf")])
      tf.math.atanh(x) ==> [nan -inf -0.54930615 inf  0. 0.54930615 nan nan]

<br />

<br />

<br />

| ## Args ||
|---|---|
| `x` | A `Tensor`. Must be one of the following types: `bfloat16`, `half`, `float32`, `float64`, `complex64`, `complex128`. |
| `name` | A name for the operation (optional). |

<br />

<br />

<br />

<br />

| ## Returns ||
|---|---|
| A `Tensor`. Has the same type as `x`. <br /> If `x` is a `SparseTensor`, returns `SparseTensor(x.indices, tf.math.atanh(x.values, ...), x.dense_shape)` ||

<br />