Scientific Data Analysis using Jython Scripting and Java

Scientific Data Analysis using Jython Scripting and Java

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Scientific Data Analysis using Jython Scripting and Java presents practical approaches for data analysis using Java scripting based on Jython, a Java implementation of the Python language. The chapters essentially cover all aspects of data analysis, from arrays and histograms to clustering analysis, curve fitting, metadata and neural networks. A comprehensive coverage of data visualisation tools implemented in Java is also included. Written by the primary developer of the jHepWork data-analysis framework, the book provides a reliable and complete reference source laying the foundation for data-analysis applications using Java scripting. More than 250 code snippets (of around 10-20 lines each) written in Jython and Java, plus several real-life examples help the reader develop a genuine feeling for data analysis techniques and their programming implementation. This is the first data-analysis and data-mining book which is completely based on the Jython language, and opens doors to scripting using a fully multi-platform and multi-threaded approach. Graduate students and researchers will benefit from the information presented in this book.... analysis approach implemented in the jHepWork data-analysis framework [1] and to be discussed in this book was designed ... jHepWork was designed to enable researches to spend their time thinking about problems and their solutions, rather ... to its power: Java virtual machine and its popular integrated development environments can help to develop programs, ... a programing language itself which typically requires good programming skills and several manuals on a bookshelf.


Title:Scientific Data Analysis using Jython Scripting and Java
Author: Sergei V. Chekanov
Publisher:Springer Science & Business Media - 2010-08-05
ISBN-13:

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