IPython Interactive Computing and Visualization Cookbook, Second Edition

Book Name: IPython Interactive Computing and Visualization Cookbook, Second Edition
Author: Cyrille Rossant
Publisher: Packt Publishing
ISBN-10: 1785888633
Year: 2018
Pages: 548
Language: English
File size: 6.2 MB
File format: PDF

IPython Interactive Computing and Visualization Cookbook, Second Edition Pdf Book Description:

Python is among the primary open source programs for information science and numerical computing. IPython and the affiliated Jupyter Notebook provide efficient interfaces to Python for information evaluation and interactive visualization, and they constitute an perfect gateway into the stage. IPython Interactive Computing and Visualization Cookbook, Second Edition includes many ready-to-use, concentrated recipes to get high-performance scientific computing and data analysis, in the most recent IPython/Jupyter attributes to the most innovative tricks, so you can write faster and better code.

You may apply these innovative procedures to several real-world examples, demonstrating subjects in applied mathematics, scientific modeling, and machine learning. The first portion of the novel covers programming methods: code quality and reproducibility, code optimisation, high-speed computing via just-in-time compilation, parallel computing, and graphics card programming. The next part simplifies information science, statistics, machine learning, signal and image processing, dynamical systems, and pure and applied math.