Index multidimensional array with index array

Question

I have an array of index tuples and I would like to use it to pick out values from a multidimensional numpy array,

import numpy
a = numpy.random.rand(10, 1         


        

Answer 1

You could convert the transposed version of idx to a tuple and then index for a vectorized solution -

a[tuple(np.transpose(idx))]