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This includes writing efficient R code, placing nonreactive code outside of shinyServer, compiling functions that are re-called when widget input changes and running processes in parallel where applicable.
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Any function may be considered by an implementation to be a a compiled function if it contains no references to macros that must be expanded at run time, and it contains no unresolved references to load time values.
It lets you use BUGS models natively in R, program functions that use them, and compile everything via C++ for faster computing.
We first compiled a list of genes with known biological functions that are expressed at high levels by lymphocytes, based on information in the BioGPS gene portal (http://biogps.gnf.org).org
There is a time overhead in initially compiling a function, but thereafter the compiled function is usually faster to run.
Apart from the genes and their reactions, the biological processes or functions that were assayed to be mediated by the genes were also compiled with their specificity to cell types and differential-ligand stimulation whenever available.
EPIPOI has been written and compiled in Matlab (The Mathworks Inc) taking advantage of many built-in and second-party (including the authors) functions that are used to identify relevant information from time series.
Compilation is by mechanised proof in the HOL4 system, and generates a correctness theorem for each function that is compiled.
Each trigonometric function has an inverse function, that is, a function that "undoes" the original function.
His office is compiling that list.
While compiling that book, he developed his interest in James Pennington.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com