Scientific Data Analysis using Jython Scripting and Java

• Main Author: Chekanov, Sergei V. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2010.
• Series: Advanced Information and Knowledge Processing,
• Subjects: Computer science.; Programming languages (Electronic computers).; Database management.; Data mining.; Computer Science.; Database Management.; Data Mining and Knowledge Discovery.; Programming Languages, Compilers, Interpreters.; Computer Science, general.

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,...

Table of Contents:

• Jython, Java and jHepWork
• to Jython
• Mathematical Functions
• One-dimensional Data
• Two-dimensional Data
• Multi-dimensional Data
• Arrays, Matrices and Linear Algebra
• Histograms
• Random Numbers and Statistical Samples
• Graphical Canvases
• Input and Output
• Miscellaneous Analysis Issues Using jHepWork
• Data Clustering
• Linear Regression and Curve Fitting
• Neural Networks
• Steps in Data Analysis
• Real-life Examples.