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An short introduction about PyTorch and about the chosen functions.

function 1
function 2
function 3
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function 5

Before we begin, let's install and import PyTorch

# Uncomment and run the appropriate command for your operating system, if required

# Linux / Binder
# !pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

# Windows
# !pip install numpy torch==1.7.0+cpu torchvision==0.8.1+cpu torchaudio==0.7.0 -f https://download.pytorch.org/whl/torch_stable.html

# MacOS
# !pip install numpy torch torchvision torchaudio

# Import torch and other required modules
import torch

Function 1 - torch.add()

Function to add tensors

a = torch.tensor([[1, 2], [3, 4.]])
b = torch.ones(2,2)
torch.add(a,b)

tensor([[2., 3.],
        [4., 5.]])