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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.
Produkteigenschaften
- Artikelnummer: 9781849962865
- Medium: Buch
- ISBN: 978-1-84996-286-5
- Verlag: Springer
- Erscheinungstermin: 20.08.2010
- Sprache(n): Englisch
- Auflage: 2010. Auflage 2010
- Serie: Advanced Information and Knowledge Processing
- Produktform: Gebunden
- Gewicht: 1820 g
- Seiten: 440
- Format (B x H x T): 163 x 240 x 33 mm
- Ausgabetyp: Kein, Unbekannt
Themen
- Mathematik | Informatik
- EDV | Informatik
- Daten / Datenbanken
- Automatische Datenerfassung, Datenanalyse
- Mathematik | Informatik
- EDV | Informatik
- Daten / Datenbanken
- Automatische Datenerfassung, Datenanalyse