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RStudio IDE (or RStudio) is an integrated development environment for R, a programming language for statistical computing and graphics. It is available in two formats: RStudio Desktop is a regular desktop application while RStudio Server runs on a remote server and allows accessing RStudio using a web browser .
R comes installed with a command line console. Available for installation are various integrated development environments (IDE). IDEs for R include R.app [29] (OSX/macOS only), Rattle GUI, R Commander, RKWard, RStudio, and Tinn-R. [30] General purpose IDEs that support R include Eclipse via the StatET plugin and Visual Studio via R Tools for ...
R logo. R packages are extensions to the R statistical programming language.R packages contain code, data, and documentation in a standardised collection format that can be installed by users of R, typically via a centralised software repository such as CRAN (the Comprehensive R Archive Network).
RExcel is an add-on for Microsoft Excel that allows access to the statistics package R from within Excel.It uses the statconnDCOM server and, for certain configurations, the room package.
R Tools for Visual Studio (RTVS) is a plug-in for the Microsoft Visual Studio integrated development environment (IDE), used to provide support for programming in the language R.
Rcmdr can be installed from within R, like any R package. Integration with Microsoft Excel is provided by the RExcel package, which also provides an RAndFriendsLight "bundle" graphical installer. R commander is used as a suggested learning environment for a number of R-centric academic statistics books for students and scientists.
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rnn is an open-source machine learning framework that implements recurrent neural network architectures, such as LSTM and GRU, natively in the R programming language, that has been downloaded over 100,000 times (from the RStudio servers alone).