I seem to recall that there was a discussion on this and it was a lot
trickier then expected.

But given that numpy has the weights already for cov, then I don't see any additional issues

whith adding it also to corrcoef.

corrcoef is just rescaling the cov, so there is nothing special to add except that corrcoef hands off the options to cov.