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Title Agile Visualization with Pharo
Authors Alexandre Bergel
Publication date December 2021
Abstract 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.
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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.
\n\n
This book covers aspects that are relevant for engineers and academics to
successfully design and implement interactive visualizations.
\n\n
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
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