13 Optimizing Code

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13.1 Optimizing your Programming Time

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13.2 Optimizing Code Speed

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13.2.1 Profiling Code

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13.2.2 Simple Strategies to Improve Code Speed

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13.2.2.1 Use Vector Operations

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13.2.2.2 Repetitive binding of dataframes

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13.2.3 Using C++ code (package {Rcpp})

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13.2.4 Using cache (package {memoise})

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13.2.4.1 Using parallel processing (package {furrr})

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13.3 Exercises

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