Parallel cookbook

The goal of this cookbook is to give you some concrete examples for parallel computing in Python.

We will see:

• Numpy
• Multiprocessing
• Joblib
• Parallelize scikit-learn with joblib
• (Optional) Numpy multithreading

Table of Contents

• Scikit-learn
• Numba
• Multiprocessing
• Numpy (optional)
• Numpy multithreading (optional)

How to use this cookbook

To install locally, you can use pixi

git clone https://github.com/esarrazin/parallel-cookbook.git
cd parallel-cookbook
pixi install
pixi shell
jupyter-lab

A tab should open up in your browser at http://localhost:8888

License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License