Python Pytorch eye() method
PyTorch is an open-source machine learning library developed by Facebook. It is used for deep neural network and natural language processing purposes.
torch.eye() returns a returns a 2-D tensor of size n*m with ones on the diagonal and zeros elsewhere.
Syntax: torch.eye(n, m, out=None)
n: the number of rows
m: the number of columns. Default – n
out (Tensor, optional): the output tensor
Return type: A 2-D tensor
a = tensor([[1., 0., 0., 0.], [0., 1., 0., 0.], [0., 0., 1., 0.]]) b = tensor([[1., 0., 0.], [0., 1., 0.], [0., 0., 1.]]) c = tensor([[1.], [0.], [0.], [0.], [0.]])
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