Agile Visualization with Pharo: Crafting Interactive Visual Support Using Roassal - Softcover

Bergel, Alexandre

 
9781484271605: Agile Visualization with Pharo: Crafting Interactive Visual Support Using Roassal
Softcover
ISBN 10: 1484271602 ISBN 13: 9781484271605
Verlag: Apress, 2021

Inhaltsangabe

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 you’ve grasped the basics, you’ll learn all about the development environment offered by Roassal. The book provides numerous ready-to-use examples. You’ll 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. 

Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

Über die Autorin bzw. 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.  

Von der hinteren Coverseite

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 you’ve grasped the basics, you’ll learn all about the development environment offered by Roassal. The book provides numerous ready-to-use examples. You’ll 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.

You will:

  • 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

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
Apress
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
1484271602
ISBN 13 
9781484271605
Einband
Taschenbuch
Auflage
1
Anzahl der Seiten
280
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