[R书籍]R High Performance Programming

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Aloysius Lim, William Tjhi, "R High Performance Programming"
English | ISBN: 1783989262 | 2015 | 176 pages | EPUB.PDF | 4 MB
                                                
Overcome performance difficulties in R with a range of exciting techniques and solutions

About This Book

Benchmark and profile R programs to solve performance bottlenecks
Combine the ease of use and flexibility of R with the power of big data tools
Filled with practical techniques and useful code examples to process large data sets more efficiently

Who This Book Is For

This book is for programmers and developers who want to improve the performance of their R programs by making them run faster with large data sets or who are trying to solve a pesky performance problem.

In Detail

With the increasing use of information in all areas of business and science, R provides an easy and powerful way to analyze and process the vast amounts of data involved. It is one of the most popular tools today for faster data exploration, statistical analysis, and statistical modeling and can generate useful insights and discoveries from large amounts of data.

Through this practical and varied guide, you will become equipped to solve a range of performance problems in R programming. You will learn how to profile and benchmark R programs, identify bottlenecks, assess and identify performance limitations from the CPU, identify memory or disk input/output constraints, and optimize the computational speed of your R programs using great tricks, such as vectorizing computations. You will then move on to more advanced techniques, such as compiling code and tapping into the computing power of GPUs, optimizing memory consumption, and handling larger-than-memory data sets using disk-based memory and chunking.

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关键词：Programming performance Performan Program Perform techniques practical examples programs English

igs816 发表于 2015-3-7 17:43
Aloysius Lim, William Tjhi, "R High Performance Programming"
English | ISBN: 1783989262 | 2015 | ...

谢谢分享

谢谢分享

这个系列真不错的

感谢楼主分享，顶一个

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R High Performance Programming

谢谢啊，后面会需要这本书

good stuff