Tensors#
Aesara supports symbolic tensor expressions. When you type,
>>> import aesara.tensor as at
>>> x = at.fmatrix()
the x
is a TensorVariable
instance.
The at.fmatrix
object itself is an instance of TensorType
.
Aesara knows what type of variable x
is because x.type
points back to at.fmatrix
.
This section of the documentation is organized as follows:
Tensor objects page explains the various ways in which a tensor variable can be created, the attributes and methods of
TensorVariable
andTensorType
.Tensor creation describes all the ways one can create a
TensorVariable
.Tensor operations lists the available operations on
TensorVariable
.