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Pytorch ZeroToGans

Pytorch basics - Assignment 1

An short introduction about PyTorch and about the chosen functions.

  • Using torch to create tensors. torch.zeros() and torch.ones()
  • Creating Tensors with random values using torch.randn()
  • Squeeze and unsqueeze
  • Transposing dimensions of the tensors using torch.transpose()
  • Adding scalars and tensors using torch.add()
# Import torch and other required modules
import torch

Function 1 - torch.tensor (change this)

# Example 1 - working (Creates a tensor of given dimension, values filled by 1 only)
torch.ones([4,4])
tensor([[1., 1., 1., 1.],
        [1., 1., 1., 1.],
        [1., 1., 1., 1.],
        [1., 1., 1., 1.]])

Explanation about example