If we have a set of points Rs, we can use torch.cdist to get the all pair distances.
dists_ij = torch.cdist(Rs, Rs)
Is there a function to get the angles between two set of vectors Vs like this:
angs_ij = torch.angs(Vs, Vs)
Calculate angles in pytorch
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1 Answers
You can do this manually using the relation between the dot product of two vectors and the angle between them:
# normalize the vectors
nVs = Vs / torch.norm(Vs, p=2, dim=-1, keepdim=True)
# compute cosine of the angles using dot product
cos_ij = torch.einsum('bni,bmi->bnm', nVs, nVs)
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