Tutorial
NumPy refresher
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In this documentation, we suppose that the reader knows Python. Here is a small list of Python tutorials/exercises if you need to learn it or only need a refresher:
Python Challenge Dive into Python Google Python Class
We have a tutorial on how Python manages its memory.