Math and algorithms

Miscellaneous math and algorithm code

Matrix functions

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matrix_power

 matrix_power (x:torch.Tensor, p:float)

Power of a matrix using Eigenspace Decomposition. Assuming decomposition of x exists.

Algorithms

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gram_schmidt

 gram_schmidt (X:torch.Tensor)

Perform Gram–Schmidt orthonormalization on the vectors given by the rows of matrix X.