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Numeric Computation and Statistical Data Analysis on the Java Platform

Numerical computation, knowledge discovery and statistical data analysis integrated with powerful 2D and 3D graphics for visualization are the key topics of this book. The Python code examples powered by the Java platform can easily be transformed to other programming languages, such as Java, Groovy...

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Bibliographic Details
Main Author: Chekanov, Sergei V.
Format: eBook
Language:English
Published: Cham Springer International Publishing 2016, 2016
Edition:1st ed. 2016
Series:Advanced Information and Knowledge Processing
Subjects:
Compilers (computer Programs)
Compilers And Interpreters
Data Mining
Data Mining And Knowledge Discovery
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Java Computational Platform
  • Introduction to Jython
  • Mathematical Functions
  • Data Arrays
  • Linear Algebra and Equations
  • Symbolic Computations
  • Histograms
  • Scientific Visualization
  • File Input and Output
  • Probability and Statistics
  • Linear Regression and Curve Fitting
  • Data Analysis and Data Mining
  • Neural Networks
  • Finding Regularities and Data Classification
  • Miscellaneous Topics
  • Using Other Languages on the Java Platform
  • Octave-style Scripting Using Java
  • Index
  • Index of Code Examples

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