Numeric Computation and Statistical Data Analysis on the Java Platform

• Κύριος συγγραφέας: Chekanov, Sergei V. (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2016.
• Σειρά: Advanced Information and Knowledge Processing,
• Θέματα: Computer science.; Programming languages (Electronic computers).; Data mining.; Computer Science.; Programming Languages, Compilers, Interpreters.; Data Mining and Knowledge Discovery.

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...

Πίνακας περιεχομένων:

• 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.