Scientific Data Analysis Using Jython Scripting And Java (advanced Information And Knowledge Processing)
by Sergei V. Chekanov /
2010 / English / PDF
4.2 MB Download
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.
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.
