Chapter 5. Advanced Computing with SciPy, Numba, and NumbaPro
In this chapter, the user will learn how to use SciPy
to perform scientific computations. The Numba
package will then be introduced as a way to accelerate computations. Finally, the NumbaPro
capabilities of parallel execution in the GPU will be presented.
In this chapter, we will cover the following topics:
Overview of
SciPy
Advanced mathematical algorithms with
SciPy
Accelerating computations with
Numba
andNumbaPro
Before running the examples in this chapter, load pylab
by running the following command in a computing cell:
%pylab inline