How to make your Python code 1000x Faster with Numba

In this video I introduce Numba which can make your python code 100x faster. Numba is a just in time compiler for a subset of Python and Numpy. The first half of the video is dedicated to a basic intro and to highlighting a number of very common mistakes people make when using Numba. The remaining video show how to use Numba in a real world-ish simulation problem and shows the code running 1000x faster with Numba in both single and multithreaded cases, and concludes with a “reading list“ for learning more about Numba. Twitter: Find the notebook here: