tft.sparse_tensor_to_dense_with_shape | TFX | TensorFlow (original) (raw)
tft.sparse_tensor_to_dense_with_shape
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Converts a SparseTensor into a dense tensor and sets its shape.
tft.sparse_tensor_to_dense_with_shape(
x: tf.SparseTensor,
shape: Union[tf.TensorShape, Iterable[int]],
default_value: Union[tf.Tensor, int, float, str] = 0
) -> tf.Tensor
Used in the notebooks
| Used in the tutorials |
|---|
| Recommending Movies: Recommender Models in TFX |
| Args | |
|---|---|
| x | A SparseTensor. |
| shape | The desired shape of the densified Tensor. |
| default_value | (Optional) Value to set for indices not specified. Defaults to zero. |
| Returns |
|---|
| A Tensor with the desired shape. |
| Raises | |
|---|---|
| ValueError | If input is not a SparseTensor. |
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Last updated 2024-11-01 UTC.