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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