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Showing posts with the label Vectorization

Vectorizing Triple For Loop In Python/numpy With Different Array Shapes

I am new in Python/Numpy and is trying to improve my triple for loop into a more efficient calculat… Read more Vectorizing Triple For Loop In Python/numpy With Different Array Shapes

Vectorizing A Numpy Slice Operation

Say I have a Numpy vector, A = zeros(100) and I divide it into subvectors by a list of breakpoints… Read more Vectorizing A Numpy Slice Operation

Scikit Learn And Count Vectorizer Error

Does anyone know where this ImportError is originating from and how to fix it? I'm working from… Read more Scikit Learn And Count Vectorizer Error

Vectorizing Nested Loop With Conditionals And Functions

I have the following function: def F(x): #F receives a numpy vector (x) with size (xsize*ysize) … Read more Vectorizing Nested Loop With Conditionals And Functions

Is It Possible To Numpy.vectorize An Instance Method?

I've found that the numpy.vectorize allows one to convert 'ordinary' functions which ex… Read more Is It Possible To Numpy.vectorize An Instance Method?

Efficient Pairwise Correlation For Two Matrices Of Features

In Python I need to find the pairwise correlation between all features in a matrix A and all featur… Read more Efficient Pairwise Correlation For Two Matrices Of Features

Performance In Different Vectorization Method In Numpy

I wanted to test the performance of vectorizing code in python: import timeit import numpy as np d… Read more Performance In Different Vectorization Method In Numpy

Python Pandas Calculate Rolling Stock Beta Using Rolling Apply To Groupby Object In Vectorized Fashion

I have a large data frame, df, containing 4 columns: id period ret_1m mkt… Read more Python Pandas Calculate Rolling Stock Beta Using Rolling Apply To Groupby Object In Vectorized Fashion