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Spis treści

R High Performance Programming. Overcome performance difficulties in R with a range of exciting techniques and solutions eBook -- spis treści

• 0. Preface
• 1. Understanding R performance?Why is R sometimes so slow?
• 2. Measuring how well R code performs
• 3. Simple tweaks to make R code run faster
• 4. Using compiled code for greater speed
• 5. Using GPUs to run R even faster
• 6. Simple tweaks to use less RAM
• 7. Processing large data sets with limited RAM
• 8. Multiplying performance with parallel computing
• 9. Off-Loading Data Processing to Database Systems
• 10. R and Big, Fast Data