Module: tf.sparse

Sparse Tensor Representation.

See also tf.sparse.SparseTensor.

Classes

class SparseTensor: Represents a sparse tensor.

Functions

add(...): Adds two tensors, at least one of each is a SparseTensor.

bincount(...): Count the number of times an integer value appears in a tensor.

concat(...): Concatenates a list of SparseTensor along the specified dimension. (deprecated arguments)

cross(...): Generates sparse cross from a list of sparse and dense tensors.

cross_hashed(...): Generates hashed sparse cross from a list of sparse and dense tensors.

expand_dims(...): Returns a tensor with an length 1 axis inserted at index axis.

eye(...): Creates a two-dimensional sparse tensor with ones along the diagonal.

fill_empty_rows(...): Fills empty rows in the input 2-D SparseTensor with a default value.

from_dense(...): Converts a dense tensor into a sparse tensor.

map_values(...): Applies op to the .values tensor of one or more SparseTensors.

mask(...): Masks elements of IndexedSlices.

maximum(...): Returns the element-wise max of two SparseTensors.

minimum(...): Returns the element-wise min of two SparseTensors.

reduce_max(...): Computes tf.sparse.maximum of elements across dimensions of a SparseTensor.

reduce_sum(...): Computes tf.sparse.add of elements across dimensions of a SparseTensor.

reorder(...): Reorders a