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An short introduction about PyTorch and about the chosen functions.

torch.t()
function 2
function 3
function 4
function 5

# Import torch and other required modules
import torch

Function 1 - torch.t ()

This function is used to transpose the tensor.

# Example 1 - working 
x = torch.randn((2,6))
print(x)
torch.t(x)

tensor([[-1.3359, -0.7484,  0.3769, -0.7799,  0.2041, -1.1173],
        [-0.1039,  0.3924, -1.6204,  0.5465, -0.9032, -0.5252]])

tensor([[-1.3359, -0.1039],
        [-0.7484,  0.3924],
        [ 0.3769, -1.6204],
        [-0.7799,  0.5465],
        [ 0.2041, -0.9032],
        [-1.1173, -0.5252]])

The random values were obtained in a matrix tensor