圖書標籤: R C++ 數據分析 統計 Statistics Mathematics Finance 編程
发表于2024-11-14
Seamless R and C++ Integration with Rcpp pdf epub mobi txt 電子書 下載 2024
Rcpp is the glue that binds the power and versatility of R with the speed and efficiency of C++. With Rcpp, the transfer of data between R and C++ is nearly seamless, and high-performance statistical computing is finally accessible to most R users. Rcpp should be part of every statistician's toolbox. -- Michael Braun, MIT Sloan School of Management "Seamless R and C++ integration with Rcpp" is simply a wonderful book. For anyone who uses C/C++ and R, it is an indispensable resource. The writing is outstanding. A huge bonus is the section on applications. This section covers the matrix packages Armadillo and Eigen and the GNU Scientific Library as well as RInside which enables you to use R inside C++. These applications are what most of us need to know to really do scientific programming with R and C++. I love this book. -- Robert McCulloch, University of Chicago Booth School of Business Rcpp is now considered an essential package for anybody doing serious computational research using R. Dirk's book is an excellent companion and takes the reader from a gentle introduction to more advanced applications via numerous examples and efficiency enhancing gems. The book is packed with all you might have ever wanted to know about Rcpp, its cousins (RcppArmadillo, RcppEigen .etc.), modules, package development and sugar. Overall, this book is a must-have on your shelf. -- Sanjog Misra, UCLA Anderson School of Management The Rcpp package represents a major leap forward for scientific computations with R. With very few lines of C++ code, one has R's data structures readily at hand for further computations in C++. Hence, high-level numerical programming can be made in C++ almost as easily as in R, but often with a substantial speed gain. Dirk is a crucial person in these developments, and his book takes the reader from the first fragile steps on to using the full Rcpp machinery. A very recommended book! -- Soren Hojsgaard, Department of Mathematical Sciences, Aalborg University, Denmark "Seamless R and C ++ Integration with Rcpp" provides the first comprehensive introduction to Rcpp. Rcpp has become the most widely-used language extension for R, and is deployed by over one-hundred different CRAN and BioConductor packages. Rcpp permits users to pass scalars, vectors, matrices, list or entire R objects back and forth between R and C++ with ease. This brings the depth of the R analysis framework together with the power, speed, and efficiency of C++. Dirk Eddelbuettel has been a contributor to CRAN for over a decade and maintains around twenty packages. He is the Debian/Ubuntu maintainer for R and other quantitative software, edits the CRAN Task Views for Finance and High-Performance Computing, is a co-founder of the annual R/Finance conference, and an editor of the Journal of Statistical Software. He holds a Ph.D. in Mathematical Economics from EHESS (Paris), and works in Chicago as a Senior Quantitative Analyst.
即使會C++,也建議先看看最後一章Appendix A C++ for R Programmers,瞭解C++很多專業名詞,對閱讀本書有益,我是從頭看瞭一遍,感覺還要再看,如果想用C++編寫R包的話,這本書估計躲不過瞭。
評分我覺得底層機製沒有講得很清楚,雖然各個部分講得還比較細,但是它們是如何配閤運行的還是有點難懂。強烈建議先讀《Advanced R》的 "Rcpp" 和 "R’s C interface" 兩章。
評分即使會C++,也建議先看看最後一章Appendix A C++ for R Programmers,瞭解C++很多專業名詞,對閱讀本書有益,我是從頭看瞭一遍,感覺還要再看,如果想用C++編寫R包的話,這本書估計躲不過瞭。
評分當窮盡一切優化R速度的方法之後,發現速度瓶頸是算法的時候,這本書讓你打開新世界的大門。速度能提升幾百倍的東西。人生苦短,我用Rcpp
評分我覺得底層機製沒有講得很清楚,雖然各個部分講得還比較細,但是它們是如何配閤運行的還是有點難懂。強烈建議先讀《Advanced R》的 "Rcpp" 和 "R’s C interface" 兩章。
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Seamless R and C++ Integration with Rcpp pdf epub mobi txt 電子書 下載 2024