-
Notifications
You must be signed in to change notification settings - Fork 0
TF2 tensor generators
Raffi Khatchadourian edited this page Jun 14, 2023
·
12 revisions
Generator | Main Alias | Description | Returns Tensor? |
---|---|---|---|
tf.Tensor |
tf.experimental.numpy.ndarray |
A tf.Tensor represents a multidimensional array of elements. |
TRUE |
tf.sparse.SparseTensor |
tf.SparseTensor |
Represents a sparse tensor. | TRUE |
tf.ones |
Creates a tensor with all elements set to one (1). | TRUE | |
tf.fill |
Creates a tensor filled with a scalar value. | TRUE | |
tf.zeros |
Creates a tensor with all elements set to zero. | TRUE | |
tf.zeros_like |
Creates a tensor with all elements set to zero. | TRUE | |
tf.one_hot |
Returns a one-hot tensor. | TRUE | |
tf.eye |
tf.linalg.eye |
Construct an identity matrix, or a batch of matrices. | TRUE |
tf.Variable |
A variable maintains shared, persistent state manipulated by a program. | FALSE | |
tf.constant |
Creates a constant tensor from a tensor-like object. | TRUE | |
tf.convert_to_tensor |
Converts the given value to a Tensor . |
TRUE |