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Showing posts with the label Matrix

Constructing A Special Matrix In Numpy Dynamically

So my objective is the following, given the size of the matrix s, I am attempting to create a matri… Read more Constructing A Special Matrix In Numpy Dynamically

2d Array Of Lists In Python

I am trying to create a 2d matrix so that each cell contains a list of strings. Matrix dimensions a… Read more 2d Array Of Lists In Python

Sum Matrix Columns In Python

I can sum the items in column zero fine. But where do I change the code to sum column 2, or 3, or … Read more Sum Matrix Columns In Python

Eigenanalysis Of Complex Hermitian Matrix: Different Phase Angles For Eig And Eigh

I understand that eigenvectors are only defined up to a multiplicative constant. As far as I see al… Read more Eigenanalysis Of Complex Hermitian Matrix: Different Phase Angles For Eig And Eigh

Problems With Scipy.optimize Using Matrix As Input, Bounds, Constraints

I have used Python to perform optimization in the past; however, I am now trying to use a matrix as… Read more Problems With Scipy.optimize Using Matrix As Input, Bounds, Constraints

Return Similarity Matrix From Two Variable-length Arrays Of Strings (scipy Option?)

Say I have two arrays: import numpy as np arr1 = np.array(['faucet', 'faucets', … Read more Return Similarity Matrix From Two Variable-length Arrays Of Strings (scipy Option?)

Initializing A Symmetric Theano Dmatrix From Its Upper Triangle

I'm trying to fit a Theano model that is parametrized in part by a symmetric matrix A. In order… Read more Initializing A Symmetric Theano Dmatrix From Its Upper Triangle

How Do You Efficiently Sum The Occurences Of A Value In One Array At Positions In Another Array

Im looking for an efficient 'for loop' avoiding solution that solves an array related probl… Read more How Do You Efficiently Sum The Occurences Of A Value In One Array At Positions In Another Array

Adapt Existing Code And Kernel Code To Perform A High Number Of 3x3 Matrix Inversion

Following a previous question ( Performing high number of 4x4 matrix inversion - PyCuda ), consider… Read more Adapt Existing Code And Kernel Code To Perform A High Number Of 3x3 Matrix Inversion

Simpler Way To Create A Matrix/list Of Indices?

I wonder what could be the easiest way to create a bi-dimensional array, that has for each row the … Read more Simpler Way To Create A Matrix/list Of Indices?

Sort A Numpy Python Matrix Progressively According To Rows

I have searched around and tried to find a solution to what seems to be a simple problem, but have … Read more Sort A Numpy Python Matrix Progressively According To Rows

Eigenvectors Created By Numpy.linalg.eig Don't Seem Correct

I create an arbitrary 2x2 matrix: In [87]: mymat = np.matrix([[2,4],[5,3]]) In [88]: mymat Out[88]… Read more Eigenvectors Created By Numpy.linalg.eig Don't Seem Correct

Expand Numpy Matrix

I am trying to somehow expand numpy matrices, which typically look like: import numpy as np mtx = … Read more Expand Numpy Matrix

Multiple Matrix Multiplication

In numpy, I have an array of N 3x3 matrices. This would be an example of how I'm storing them (… Read more Multiple Matrix Multiplication

Python: Writing Large Array Of Arrays To Text File

I'm new to Python and I have a solution for this but it seems slow and silly, so I wondered if … Read more Python: Writing Large Array Of Arrays To Text File

Is It Possible To Use Blas To Speed Up Sparse Matrix Multiplication?

I am currently trying to speed up my large sparse (scipy) matrix multiplications. I have successful… Read more Is It Possible To Use Blas To Speed Up Sparse Matrix Multiplication?

How Do I Generate An Adjacency Matrix Of A Graph From A Dictionary In Python?

I have the following dictionary: g = { 'A': ['A', 'B', 'C'], '… Read more How Do I Generate An Adjacency Matrix Of A Graph From A Dictionary In Python?

Set Of Matrices

I have lots of matrices (as result of rotations, etc.), but I would be sure to store them only once… Read more Set Of Matrices

Python Oneline To Create Matrix Of Given Order

I am looking for python oneliner that will create matrix with the given order and fill values from … Read more Python Oneline To Create Matrix Of Given Order

Numpy Matrix Multiplication Error

I have 2 big matrices: Xn = np.matrix(X) Xnt = Xn.transpose() Then Xn is like this: … Read more Numpy Matrix Multiplication Error