Natural Language Processing with TensorFlow

Tensor/matrix operations

Transpose

Transpose is an important operation defined for matrices or tensors. For a matrix, the transpose is defined as follows:

Here, A_T denotes the transpose of A.

An example of the transpose operation can be illustrated as follows:

After the transpose operation:

For a tensor, transpose can be seen as permuting the dimensions order. For example, let's define a tensor S, as shown here:

Now a transpose operation (out of many) can ...