Math and algorithms

Miscellaneous math and algorithm code

Matrix functions

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source

matrix_power

def matrix_power(
    x:Tensor, p:float
)->Tensor:

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

Algorithms

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source

gram_schmidt

def gram_schmidt(
    X:Tensor
):

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