Scientific Data Analysis using Jython Scripting and Java (Advanced Information and Knowledge Processing)
Sergei V. Chekanov
- 出版商: Springer
- 出版日期: 2010-08-20
- 定價: $3,300
- 售價: 8.0 折 $2,640
- 語言: 英文
- 頁數: 440
- 裝訂: Hardcover
- ISBN: 1849962863
- ISBN-13: 9781849962865
-
相關分類:
Java 程式語言、Data Science
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商品描述
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.
商品描述(中文翻譯)
《使用 Jython 腳本和 Java 進行科學數據分析》介紹了使用基於 Jython 的 Java 腳本進行數據分析的實用方法,Jython 是 Python 語言的 Java 實現。本書的章節基本涵蓋了數據分析的各個方面,從數組和直方圖到聚類分析、曲線擬合、元數據和神經網絡。書中還包括了在 Java 中實現的數據可視化工具的全面介紹。本書由 jHepWork 數據分析框架的主要開發者撰寫,提供了一個可靠且完整的參考來源,為使用 Java 腳本進行數據分析應用奠定了基礎。書中提供了250多個代碼片段(每個片段約10-20行),使用 Jython 和 Java 編寫,以及幾個實際例子,幫助讀者真正理解數據分析技術及其編程實現。這是第一本完全基於 Jython 語言的數據分析和數據挖掘書籍,為使用完全多平台和多線程方法進行腳本編程打開了大門。研究生和研究人員將從本書中獲益。