Confusion between numpy, scipy, matplotlib and pylab
Numpy, scipy, matplotlib, and pylab are common terms among they who use python for scientific computation.
I just learn a bit about pylab, and I got confused. Whenever I want to import numpy, I can always do:
import numpy as np
I just consider, that once I do
from pylab import *
the numpy will be imported as well (with np
alias). So basically the second one does more things compared to the first one.
There are few things I want to ask:
- Is it right that pylab is just a wrapper for numpy, scipy and matplotlib?
- As np is the numpy alias in pylab, what is the scipy and matplotlib alias in pylab? (as far as I know, plt is alias of matplotlib.pyplot, but I don't know the alias for the matplotlib itself)