Any slightly complicated indexing of array in numpy is a pain. I've spent hours reading the numpy documentation for indexing. After that project I've completely forgotten how to do indexing in numpy. I expect I'll spend more hours reading the same documentation if I ever go back to numpy. Compared to Matlab, it is ridiculously complicated.