Compute Distance Between Vector And Matrix

I am using sklearn.metrics.pairwise.paired_distances to calculate distances between a single vector and a matrix. I want to calculate the distance between every row of the matrix a

Solution 1:

You could use numpy.apply_along_axis method to apply a given function to each rows.