Scientific Data Analysis using Jython Scripting and Java Advanced Information and Knowledge Processing 2010th Edition by Sergei V Chekanov ISBN 1447125819‎ 978-1447125815

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Product details:

ISBN 10: 1447125819‎ 

ISBN 13: 978-1447125815 

Author: Sergei V. Chekanov

 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.

Table of contents: 

1. Introduction

2. Jython, Java and jHepWork

3. Introduction to Jython

4. Mathematical Functions

5. One-dimensional Data

6. Two-dimensional Data

7. Multi-dimensional Data

8. Arrays, Matrices and Linear Algebra

9. Histograms

10. Random Numbers and Statistical Samples

11. Graphical Canvases

12. Input and Output

13. Miscellaneous Analysis Issues Using jHepWork

14. Data Clustering

15. Linear Regression and Curve Fitting

16. Neural Networks

17. Steps in Data Analysis

18. Real-life Examples

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Tags: Sergei V Chekanov, Scientific Data Analysis, Jython Scripting, Java Advanced, Information, Knowledge