One of the biggest hurdles of numpy is python, which is very clearly not a language designed for numerical analysis.
Comparing it to Julia and Matlab you can see many, many cases where the python design just does not fit.
Comparing it to Julia and Matlab you can see many, many cases where the python design just does not fit.