First Semester in Numerical Analysis with Python



Download free course First Semester in Numerical Analysis with Python, pdf file on 191 pages by Yaning Liu.
The book is based on "First semester in Numerical Analysis with Julia". The contents of the original book are retained, while all the algorithms are implemented in Python (Version 3.8.0). Python is an open source (under OSI), interpreted, general-purpose programming language that has a large number of users around the world. Python is ranked the third in August 2020 by the TIOBE programming community index 2 , a measure of popularity of programming languages, and is the top-ranked interpreted language.

We hope this book will better serve readers who are interested in a first course in Numerical Analysis, but are more familiar with Python for the implementation of the algorithms. The first chapter of the book has a self-contained tutorial for Python, including how to set up the computer environment. Anaconda, the open-source individual edition, is recommended for an easy installation of Python and effortless management of Python packages, and the Jupyter environment, a web-based interactive development environment for Python as well as many other programming languages, was used throughout the book and is recommended to the readers for easy code developement, graph visualization and reproducibility.

Table of contents

  • Introduction
  • Solutions of equations: Root-finding
  • Interpolation
  • Numerical Quadrature and Differentiation
  • Approximation Theory
Pages : 191
Size : 6.8 MB
File type : PDF
Downloads: 167
Created: 2022-02-02
License: CC BY-NC-SA
Author(s): Yaning Liu
First Semester in Numerical Analysis with Python

Others python Tutorials

Biopython: Tutorial and Cookbook

Python in Hydrology

Python for Everybody

A Whirlwind Tour of Python

Test-Driven Development with Python

Others related eBooks about First Semester in Numerical Analysis with Python

Download Tutorial Laravel 5

Easy Laravel 5 is an overview of the new PHP plateform, free training document material under 44 pages intended to beginners by W.Jason Gilmore....

Introduction to Java programming

With this PDF tutorial you will be familiar with basic Java language syntax and able to write a simple Java programs and writing good Java code....

O'Reilly® Think Python, 2nd Edition, - How to Think Like a Computer Scientist

Think Python is an introduction to Python programming for students with no programming experience. It starts with the most basic concepts of programming, and is carefully designed to define all terms when they are first used and to develop each new concept in a logical progression. Larger pieces, ...

HTML, CSS, Bootstrap, Javascript and jQuery in PDF

Free tutorial to download about HTML, CSS, Bootstrap, Javascript and jQuery, pdf document course in 72 pages created by Meher Krishna Patel....

Cryptography in .NET Succinctly

Download free course Cryptography in .NET Succinctly, pdf file on 67 pages by Dirk Strauss....

The Common Java Cookbook

This book focuses on tactical implementation details, answering such questions as: How do we parse XML? How do we serialize beans?...

Problem Solving with Algorithms and Data Structures

Download free course Problem Solving with Algorithms and Data Structures, pdf file on 240 pages by Brad Miller, David Ranum....

Getting started with Hibernate

Download free Hibernate tutorial course in PDF, training file in 14 chapters and 39 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

Tutorial XML in PDF

Download free XML tutorial course in PDF, training file in 8 chapters and 25 pages. Free unaffiliated ebook created from Stack OverFlow contributor....

2D Game Development: From Zero to Hero

Download free course 2D Game Development: From Zero to Hero, pdf file on 262 pages by Self-publishing....