Clinical information research utilizing Jython Scripting and Java provides useful techniques for information research utilizing Java scripting in line with Jython, a Java implementation of the Python language. The chapters primarily conceal all elements of knowledge research, from arrays and histograms to clustering research, curve becoming, metadata and neural networks. A finished insurance of knowledge visualisation instruments carried out in Java can also be integrated. Written by means of the first developer of the jHepWork data-analysis framework, the e-book offers a competent and entire reference resource laying the root for data-analysis purposes utilizing Java scripting. greater than 250 code snippets (of round 10-20 strains each one) written in Jython and Java, plus numerous real-life examples support the reader boost a real feeling for facts research suggestions and their programming implementation. this is often the 1st data-analysis and data-mining publication that's thoroughly in line with the Jython language, and opens doorways to scripting utilizing an absolutely multi-platform and multi-threaded process. Graduate scholars and researchers will enjoy the details offered during this ebook.
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Extra resources for Scientific Data Analysis using Jython Scripting and Java (Advanced Information and Knowledge Processing)
27 27 28 31 32 33 34 34 35 36 37 37 38 39 39 forty forty forty-one forty two forty three forty five forty six forty eight 50 50 fifty three fifty four fifty five fifty five fifty six fifty seven fifty eight fifty nine 60 sixty three sixty five sixty six sixty six sixty seven Contents 2. 12 Used reminiscence . . . . . . . . . . . . . . . . . 2. thirteen Parallel Computing and Threads . . . . . . . . 2. 14 Arrays in Jython . . . . . . . . . . . . . . . . 2. 14. 1 Array Conversion and adjustments 2. 14. 2 functionality concerns . . . . . . . . . . 2. 15 Exceptions in Python . . . . . . . . . . . . . 2. sixteen enter and Output . . . . . . . . . . . . . . . . 2. sixteen. 1 person interplay . . . . . . . . . . . . 2. sixteen. 2 analyzing and Writing documents . . . . . . . 2. sixteen. three enter and Output for Arrays . . . . . . 2. sixteen. four operating with CSV Python Module . . 2. sixteen. five Saving items in a Serialized dossier . . 2. sixteen. 6 Storing a number of items . . . . . . . . 2. sixteen. 7 utilizing Java for I/O . . . . . . . . . . . 2. sixteen. eight examining information from the community . . . . 2. 17 Real-life instance. gathering information documents . . . 2. 18 utilizing Java for GUI Programming . . . . . . . 2. 19 Concluding feedback . . . . . . . . . . . . . . References . . . . . . . . . . . . . . . . . . . three xv . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . sixty seven sixty seven sixty eight 70 70 seventy one seventy two seventy two seventy two seventy four seventy five seventy seven seventy seven seventy eight seventy nine eighty eighty three eighty four eighty four Mathematical services . . . . . . . . . . . . . . . three. 1 Jython features . . . . . . . . . . . . . . . . . three. 2 1D features in jHepWork . . . . . . . . . . . three. 2. 1 info of Java Implementation . . . . . three. 2. 2 Integration and Differentiation . . . . . three. three Plotting 1D services . . . . . . . . . . . . . . three. three. 1 construction a Graphical Canvas . . . . . . three. three. 2 Drawing 1D features . . . . . . . . . . three. three. three Plotting 1D services on diverse Pads three. three. four brief precis of HPlot tools . . . three. three. five Examples . . . . . . . . . . . . . . . . . three. four second capabilities . . . . . . . . . . . . . . . . . . . three. four. 1 features in Dimensions . . . . . . three. four. 2 showing second services on a Lego Plot three. four. three utilizing a Contour Plot . . . . . . . . . . three. five 3D features . . . . . . . . . . . . . . . . . . . three. five. 1 capabilities in 3 Dimensions . . . . . three. 6 services in lots of Dimensions . . . . . . . . . three. 6. 1 FND services . . . . . . . . . . . . . . three. 6. 2 Drawing FND services . . . . . . . . . three. 7 customized capabilities outlined by means of Jython Scripts . . three. 7. 1 customized capabilities and Their tools . . three. 7. 2 utilizing exterior Libraries . . . . . . . . . three. 7. three Plotting customized features . . . . . . . three. eight Parametric Surfaces in 3D . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . eighty five eighty five 87 89 ninety ninety one ninety two ninety five ninety seven ninety eight ninety eight a hundred a hundred a hundred and one 104 one hundred and five one hundred and five one zero five one zero five 106 107 107 a hundred and ten 111 113 xvi Contents three. eight. 1 FPR features . . . . . . three. eight. 2 3D Mathematical items three. nine Symbolic Calculations . . . . . . three. 10 dossier enter and Output . . . . . . References . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 113 116 116 119 one hundred twenty four One-dimensional info . . . . . . . . . . . . . . . . four. 1 One Dimensional Arrays . . . . . . . . . . . . . four. 2 P0D information box . . . . . . . . . . . . . . . four. 2. 1 P0D changes . . . . . . . . . . four. 2. 2 reading P0D and precis data . four. 2. three exhibiting P0D information .