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Agile Visualization with Pharo: Crafting Interactive Visual Support Using Roassal, Bergel Alexandre


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Автор: Bergel Alexandre
Название:  Agile Visualization with Pharo: Crafting Interactive Visual Support Using Roassal
ISBN: 9781484271605
Издательство: Springer
Классификация:


ISBN-10: 1484271602
Обложка/Формат: Paperback
Страницы: 280
Вес: 0.49 кг.
Дата издания: 21.01.2022
Серия: Design thinking
Язык: English
Издание: 1st ed.
Иллюстрации: 105 illustrations, color; 31 illustrations, black and white; xi, 255 p. 136 illus., 105 illus. in color.
Размер: 25.40 x 17.78 x 1.50 cm
Читательская аудитория: Professional & vocational
Подзаголовок: Black beauty - the wind in the willows - treasure island - the secret garden - alice`s adventures in wonderland
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: 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.
Дополнительное описание: 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.-



Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution

Автор: Bergel Alexandre
Название: Agile Artificial Intelligence in Pharo: Implementing Neural Networks, Genetic Algorithms, and Neuroevolution
ISBN: 1484253833 ISBN-13(EAN): 9781484253830
Издательство: Springer
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Цена: 8384.00 р.
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Описание: Cover classical algorithms commonly used as artificial intelligence techniques and program agile artificial intelligence applications using Pharo. This book takes a practical approach by presenting the implementation details to illustrate the numerous concepts it explains.
Along the way, you'll learn neural net fundamentals to set you up for practical examples such as the traveling salesman problem and cover genetic algorithms including a fun zoomorphic creature example. Furthermore, Practical Agile AI with Pharo finishes with a data classification application and two game applications including a Pong-like game and a Flappy Bird-like game. This book is informative and fun, giving you source code to play along with. You'll be able to take this source code and apply it to your own projects.

What You Will Learn

  • Use neurons, neural networks, learning theory, and more
  • Work with genetic algorithms
  • Incorporate neural network principles when working towards neuroevolution
  • Include neural network fundamentals when building three Pharo-based applications

Who This Book Is For
Coders and data scientists who are experienced programmers and have at least some prior experience with AI or deep learning. They may be new to Pharo programming, but some prior experience with it would be helpful.
Beginning Python Visualization

Автор: Shai Vaingast
Название: Beginning Python Visualization
ISBN: 1484200535 ISBN-13(EAN): 9781484200537
Издательство: Springer
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Цена: 5304.00 р.
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Описание: Beginning Python Visualization: Crafting Visual Transformation Scripts, Second Edition discusses turning many types of data sources, big and small, into useful visual data. And, you will learn Python as part of the bargain.In this second edition you`ll learn about Spyder, which is a Python IDE with MATLAB (R) -like features.


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