Geometry for Programmers

Vital stats

Language

Python 3

Reading time

Approximately 44 days

What you will learn

Numerical Programming and Data Mining

Author

Oleksandr Kaleniuk

Published

1 year, 6 months ago

Packages you will be introduced to

sympy

Book cover of Geometry for Programmers by Oleksandr Kaleniuk

External links

Book description (click to open)

Master the math behind CAD, game engines, GIS, and more! This hands-on book teaches you the geometry used to create simulations, 3D prints, and other models of the physical world.

In Geometry for Programmers you will learn how to:

Speak the language of applied geometry
Compose geometric transformations economically
Craft custom splines for efficient curves and surface generation
Pick and implement the right geometric transformations
Confidently use important algorithms that operate on triangle meshes, distance functions, and voxels

Geometry for Programmers guides you through the math behind graphics and modeling tools. It’s full of practical examples and clear explanations that make sense even if you don’t have a background in advanced math. You’ll learn how basic geometry can help you avoid code layering and repetition, and even how to drive down cloud hosting costs with more efficient runtimes. Cheerful language, charts, illustrations, equations, and Python code help make geometry instantly relevant to your daily work as a developer.

Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications.

About the Technology

Geometry is at the heart of game engines, robotics, computer-aided design, GIS, and image processing. This book draws back what is for some a mathematical curtain, giving them insight and control over this central tool. You’ll quickly see how a little geometry can help you design realistic simulations, translate the physical world into code, and even reduce your cloud services bill by improving the efficiency of graphics-intensive applications.

About the Book

Geometry for Programmers is both practical and entertaining. Fun illustrations and engaging examples show you how to apply geometry to real programming problems, like changing a scan into a CAD model or developing 3D printing contours from a parametric function. And don’t worry if you aren’t a math expert. There’s no heavy theory, and you’ll learn how to offload most equations to the SymPy computer algebra system.

What’s Inside

Speak the language of applied geometry
Compose geometric transformations economically
Craft custom splines for efficient curves and surface generation
Confidently use geometry algorithms

About the Reader

Examples are in Python, and all you need is high school–level math.

About the Author

Oleksandr Kaleniuk is the creator of Words and Buttons Online, a collection of interactive tutorials on math and programming.

Table of Contents

1 Getting started
2 Terminology and jargon
3 The geometry of linear equations
4 Projective geometric transformations
5 The geometry of calculus
6 Polynomial approximation and interpolation
7 Splines
8 Nonlinear transformations and surfaces
9 The geometry of vector algebra
10 Modeling shapes with signed distance functions and surrogates
11 Modeling surfaces with boundary representations and triangle meshes
12 Modeling bodies with images and voxels

See 1 Author Credential

The author Oleksandr Kaleniuk has the following credentials.

Professor at National Technical University of Ukraine