tft.sparse_tensor_to_dense_with_shape

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.