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Updated 4 years ago
Exploring PyTorch tensor functions
This is a short introduction to some of the functions used on a PyTorch tensor
PyTorch is a library to work with tensors.
- torch.reshape()
- torch.mean()
- torch.t()
- torch.eye()
- torch.zeros()
# Import torch and other required modules
import torchFunction 1 - torch.reshape
It takes a tensor and the shape we want to change the tensor's shape to,as parameters
# Example 1 - working
x=torch.tensor([1.,2.])
#print(x.shape)
#print(x)
torch.reshape(x,(2,1))tensor([[1.],
[2.]])In the above example we start by creating a tensor of shape([2]) and use the reshape function to reshape it to have a shape of (2,1)