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Showing posts with the label Linear Algebra

Unexpected Eigenvectors In Numpy

I have seen this question, and it is relevant to my attempt to compute the dominant eigenvector in … Read more Unexpected Eigenvectors In Numpy

Sum Elements Along A Line Of Numpy Array

I have a big matrix of shape (977,699). I would like to compute the sum of the elements along a lin… Read more Sum Elements Along A Line Of Numpy Array

Equivalent Of `polyfit` For A 2d Polynomial In Python

I'd like to find a least-squares solution for the a coefficients in z = (a0 + a1*x + a2*y + a3… Read more Equivalent Of `polyfit` For A 2d Polynomial In Python

Tensor Multiplication With Numpy Tensordot

I have a tensor U composed of n matrices of dimension (d,k) and a matrix V of dimension (k,n). I w… Read more Tensor Multiplication With Numpy Tensordot

How Does One Test If A Matrix In Python Has Only 1's And 0's?

Let's say I've got a matrix like this: mat1 = np.array([1,0,1], [1,1,0], [0,0,0]); And I&#… Read more How Does One Test If A Matrix In Python Has Only 1's And 0's?

How To Change Elements In Sparse Matrix In Python's Scipy?

I have built a small code that I want to use for solving eigenvalue problems involving large sparse… Read more How To Change Elements In Sparse Matrix In Python's Scipy?