Agile Visualization with Pharo | Taschenbuch

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Cover: 9781484271605 | Agile Visualization with Pharo: Crafting Interactive Visual Support...

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Sprache: Englisch

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Beschreibung

Use the Pharo interactive development environment to significantly reduce the cost of creating interactive visualizations. This book shows how Pharo leverages visualization development against traditional frameworks and toolkits.
Agile Visualization with Pharo focuses on the Roassal visualization engine and first presents the basic and necessary tools to visualize data, including an introduction to the Pharo programming language. Once yoüve grasped the basics, yoüll learn all about the development environment offered by Roassal. The book provides numerous ready-to-use examples. Yoüll work on several applications, including visualizing the training phase of reinforcement learning (a powerful machine learning algorithm) and generating software visualizations from GitHub.
This book covers aspects that are relevant for engineers and academics to successfully design and implement interactive visualizations.

What You Will Learn

Implement agile data visualization using the Pharo programming language
Chart, plot, and curve using Grapher
Build and draw graphs using Mondrian
Implement reinforcement learning (Q-Learning, from scratch) and use visualizations to monitor learning and state exploration
Use GitHub Action to generate software visualizations (UML class diagram, test coverage) at each commit

Who This Book Is For

Programmers with some prior exposure to data visualization and computer vision who may be new to the Pharo programming language. This book is also for those with some Pharo experience looking to apply it to data visualization.

Über den Autor

Alexandre Bergel is a contributor to the Pharo programming language and an assistant professor at the University of Chile. He does research in software engineering and programming using Pharo and other programming languages with applications in data visualization, agile methodology, and more.

Zusammenfassung

The first book on agile visualization using the Pharo programming language

Written by a contributor to Pharo

A practical book with 3-4 working applications of the code in action

Inhaltsverzeichnis

1: Introduction.- 2: Quick Start.- 3: Pharo in a Nutshell.- 4: Agile Visualization.- 5: Overview of Rossal.- 6: The Rossal Canvas.- 7: Shapes.- 8: Line Builder.- 9: Shape Composition.- 10: Normalizing and Scaling Values.- 11: Interactions.- 12: Layouts.- 13: Integration in the Inspector.- 14: Reinforcement Learning.- 15: Generating Visualizations from GitHub.

Details

Erscheinungsjahr:	2021
Genre:	Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Taschenbuch
Seiten:	266
Inhalt:	xi 266 S. 35 s/w Illustr. 103 farbige Illustr. 266 p. 138 illus. 103 illus. in color.
ISBN-13:	9781484271605
ISBN-10:	1484271602
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Bergel, Alexandre
Hersteller:	APRESS
Maße:	254 x 178 x 15 mm
Von/Mit:	Alexandre Bergel
Erscheinungsdatum:	28.11.2021
Gewicht:	0,532 kg

preigu-id: 120069221