Speed up LearnerND

To make the code run faster

• cython
• numba

To implement a new algorithm for better performance:

• the _ask function makes a new heap every time it is called, that is wasted time (resolved in !88 (merged))
• the _ask function recomputes the loss in subtriangulated simplices everytime, should not be needed (resolved in !88 (merged))