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tf.stack

Stacks a list of rank-`R` tensors into one rank-`(R+1)` tensor.

Used in the notebooks

Used in the guide Used in the tutorials

Packs the list of tensors in `values` into a tensor with rank one higher than each tensor in `values`, by packing them along the `axis` dimension. Given a list of length `N` of tensors of shape `(A, B, C)`;

if `axis == 0` then the `output` tensor will have the shape `(N, A, B, C)`. if `axis == 1` then the `output` tensor will have the shape `(A, N, B, C)`. Etc.

For example:

````x = tf.constant([1, 4])`
`y = tf.constant([2, 5])`
`z = tf.constant([3, 6])`
`tf.stack([x, y, z])`
`<tf.Tensor: shape=(3, 2), dtype=int32, numpy=`
`array([[1, 4],`
`       [2, 5],`
`       [3, 6]], dtype=int32)>`
`tf.stack([x, y, z], axis=1)`
`<tf.Tensor: shape=(2, 3), dtype=int32, numpy=`
`array([[1, 2, 3],`
`       [4, 5, 6]], dtype=int32)>`
```

This is the opposite of unstack. The numpy equivalent is `np.stack`

````np.array_equal(np.stack([x, y, z]), tf.stack([x, y, z]))`
`True`
```

`values` A list of `Tensor` objects with the same shape and type.
`axis` An `int`. The axis to stack along. Defaults to the first dimension. Negative values wrap around, so the valid range is `[-(R+1), R+1)`.
`name` A name for this operation (optional).

`output` A stacked `Tensor` with the same type as `values`.

`ValueError` If `axis` is out of the range [-(R+1), R+1).

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[{ "type": "thumb-up", "id": "easyToUnderstand", "label":"Easy to understand" },{ "type": "thumb-up", "id": "solvedMyProblem", "label":"Solved my problem" },{ "type": "thumb-up", "id": "otherUp", "label":"Other" }]