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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?

How To Arrive At The Unit Matrix From Numpy.dot(a, A_inv)

I prepare a matrix of random numbers, calculate its inverse and matrix multiply it with the origina… Read more How To Arrive At The Unit Matrix From Numpy.dot(a, A_inv)

How Can I Store Float Numbers Larger Than 1*10^310 In Python?

I am working on a program that outputs the condition number of a big matrix, so I used the Power Me… Read more How Can I Store Float Numbers Larger Than 1*10^310 In Python?

Linear Combinations In Python/numpy

greetings, I'm not sure if this is a dumb question or not. Lets say I have 3 numpy arrays, A1,A… Read more Linear Combinations In Python/numpy

How Can I Obtain The Same 'special' Solutions To Underdetermined Linear Systems That Matlab's `A \ B` (mldivide) Operator Returns Using Numpy/scipy?

I found a link where it is shown with an example that the Matlab mldivide operator (\) gives 's… Read more How Can I Obtain The Same 'special' Solutions To Underdetermined Linear Systems That Matlab's `A \ B` (mldivide) Operator Returns Using Numpy/scipy?