R For The Mac



R for machine learning pdf

R is a comprehensive statistical programming language that is cooperatively developed on the Internet as an open source project. It is often referred to as the “GNU S,” because it almost completely emulates the S programming language. When it comes to using Macs in business, the current status is positive because they use Intel processors. Yet, in order to support the move to Apple Silicon in Macs, businesses must become more.

R.rterm.mac: set to R term's path for Mac OS X. R.rterm.linux: set to R term's path for Linux. R.rpath.lsp: set to R.exe path for Language Server Protocol. R.rterm.option: R command line options (i.e: -vanilla) r.source.encoding: An optional encoding to pass to R when executing the file. R.source.focus: Keeping focus when running (editor. However, R on Mac OS X can be used either on the command-line as on other Unix systems, or via the R.APP GUI (see R.app). The second approach is mostly preferred by Macintosh users. Prior to R 3.0.0 there were separate 32- and 64-bit version of R.APP: nowadays only. In this video I'm going to talk about how to install R studio for the Mac. It's a very simple process and it only involves just a few steps. The one thing I'll say though is that you must have R already installed before you can install R studio. So once you've installed R already you can go to the RStudio web site, which is rstudio.com.

This is the new home for experimental binaries and documentation related to R for macOS. To learn more about the R software or download released versions, please visit www.r-project.org.

All software on this page is strictly experimental and subject to acceptance of the supplied R license agreement and the disclaimer at the end of the page.

Important note about R 4.0.0
Starting with R 4.0.0 alpha we are building R using standard Apple tools (Xcode 11.4) and GNU Fortran 8.2 from fxcoudert and the target is macOS 10.13 (High Sierra). All dependent static libraries are available in the libs-4 directory. Please make sure you remove any modifications to build flags from your home since no custom compilers are used anymore. For more information about alternative OpenMP options (as in older version) see the openmp page of this site.

Index

Nightly builds for macOS

R framework

BuildOSDateStatusDownload
R-3.6-branch
3.6.3 Patched
(2020/04/28, r79387)
el-capitanOct 29 23:30x86_64: OK (log)
Package: OK

R-3.6-branch-el-capitan-sa-x86_64.tar.gz (67Mb)
R-3.6-branch-el-capitan-signed.pkg (77Mb, installer incl. GUI)
R-4.0-branch
4.0.3 Patched
(2020/10/29, r79387)
high-sierraOct 29 21:41x86_64: OK (log)
Package: OK

R-4.0-branch.tar.gz (73Mb)
R-4.0-branch.pkg (85Mb, installer incl. GUI)
R-devel
4.1.0 Under development (unstable)
(2020/10/29, r79387)
high-sierraOct 29 21:52x86_64: OK (log)
Package: OK

R-devel.tar.gz (73Mb)
R-devel.pkg (85Mb, installer incl. GUI)

The installer image (*.pkg) is packaged exactly the same way as the CRAN release of R (including the GUI) and it will update your R version (unless you use pkgutil - see instructions during installation and/or the 'Multiple versions'section of the R Installation and Administration manual).

Alternatively, you can use the tar-ball (*.tar.gz) in the table above. The tar-ball must be unpacked in the root directory using:

$ tar fvxz R*.tar.gz -C /

NOTE: The tar-ball does not contain the GUI (see below for a separate download).

NOTE: The installer includes Tcl/Tk package which will install in /usr/local. It is optional (only needed for the tcltk R package) and can be unchecked at installation time.

If you see any issues with the builds, please contact Simon Urbanek (the macOS maintainer of R) or report on the R-SIG-Mac mailing list.

Mac OS X GUI

VersionBuildDownload
Mac OS X GUI rev. 7782 for R 3.6.xel-capitan-Debug.dmgR-GUI-7782-3.6-el-capitan-Debug.dmg
Mac OS X GUI rev. 7782 for R 3.6.xel-capitan-Release.dmgR-GUI-7782-3.6-el-capitan-Release.dmg
Mac OS X GUI rev. 7897 for R 4.0.xhigh-sierra-Debug.dmgR-GUI-7897-4.0-high-sierra-Debug.dmg
Mac OS X GUI rev. 7897 for R 4.0.xhigh-sierra-Release.dmgR-GUI-7897-4.0-high-sierra-Release.dmg
Mac OS X GUI rev. 7897 for R 4.1.xhigh-sierra-Debug.dmgR-GUI-7897-4.1-high-sierra-Debug.dmg
Mac OS X GUI rev. 7897 for R 4.1.xhigh-sierra-Release.dmgR-GUI-7897-4.1-high-sierra-Release.dmg

To install, open the image and drag the R icon to your Applications folder. Alternatively the GUI can be run directly off that image without copying if you just want to test it. Build configurations with '64' suffix are 64-bit builds, all others are 32-bit (except for Debug). If you want to use both, rename one of them or place them in different directories.

Tools

R-studio Download

In order to compile R and R packages you will need Xcode Developer ToolsR for machine learning tutorial

R For The Mac

and a Fortran compiler. For details and download, please read the Tools page. The R 4.0.0 and higer binaries are built using Xcode 11.4.

Experimental binary packages

This site no longer hosts experimental packages. It is now the master repository for released R package binaries. If you have issues with other mirrors, try using https://mac.r-project.org/ as your mirror as it is updated first.

Legacy R

The current build supports only macOS X 10.13 (High Sierra) or higher. Older versions of macOS are not supported in binary form, but R can be compiled from sources for such legacy OS versions. Last released version for Mac OS X 10.4 (Tiger) was R 2.10.1, last release for Mac OS X 10.5 (Leopard) was R 2.15.3, last release for Mac OS X 10.11 (El Capitan) was R 3.6.3.

R For The Macromolecules

Other binaries

The following binaries are not maintained or supported by R-core and are provided without any guarantee and for convenience only (Mac OS X 10.4.4 or higher required). They match the binaries used on the CRAN binary build machine and thus are recommended for use with CRAN R package binaries.
  • GTK+ 2.24.17 framework - 64-bit build of GTK+ 2.24.17, necessary for binary R packages that use GTK+ version 2 (such as RGtk2+). R 3.0.0 and higher, Snow Leopard build
    Download: GTK_2.24.17-X11.pkg (ca. 41MB)
  • GTK+ 2.18.5 framework - universal build of GTK+ 2.18.5, necessary for binary R packages that use GTK+ version 2 (such as RGtk2+). R 2.10.0 - 2.15.3, Leopard build
    Download: GTK_2.18.5-X11.pkg (ca. 58MB)
  • RSwitch - a small GUI that allows you to switch between R versions quickly (if you have multiple versions of R framework installed).
    Download: RSwitch-1.2.dmg (ca 67kB, universal, updated 2011/03/24 to support R 2.13.0 and up)
    Sources: RSwitch-1.2.tar.gz (Xcode project and sources)

    NOTE: Bob Rudis is maintaining a new version of a tool which has RSwitch functionality and more - see 3rd party RSwitch replacement (NOT related to R-Foundation or CRAN!).

More external libraries for R 4.0.0 and higher can be found in the /libs-4/ directory. For older versions see the /libs/ directory.

Disclaimer

All software is provided 'as is' and any express or implied warranties, including, but but not limited to the implied warranties of merchantability and fitness for a particular purpose are disclaimed. In no event shall the publisher, copyright owner or contributors be liable for any direct, indirect, incidental,special, exemplary, or consequential damages (including, but not limited to, procurement of substitute goods or services; loss of use, data or profits; or business interruption) however caused and on any theory of liability, whether in contract, strict liability, or tort (including negligence or otherwise) arising in any way out of the use of this software, even if advised of the possibility of such damage.

To use any of these key combinations, press and hold the keys immediately after pressing the power button to turn on your Mac, or after your Mac begins to restart. Keep holding until the described behavior occurs.

  • Command (⌘)-R: Start up from the built-in macOS Recovery system. Or use Option-Command-R or Shift-Option-Command-R to start up from macOS Recovery over the Internet. macOS Recovery installs different versions of macOS, depending on the key combination you use while starting up. If your Mac is using a firmware password, you're prompted to enter the password.
  • Option (⌥) or Alt: Start up to Startup Manager, which allows you to choose other available startup disks or volumes. If your Mac is using a firmware password, you're prompted to enter the password.
  • Option-Command-P-R:Reset NVRAM or PRAM. If your Mac is using a firmware password, it ignores this key combination or starts up from macOS Recovery.
  • Shift (⇧): Start up in safe mode. Disabled when using a firmware password.
  • D: Start up to the Apple Diagnostics utility. Or use Option-Dto start up to this utility over the Internet. Disabled when using a firmware password.
  • N: Start up from a NetBoot server, if your Mac supports network startup volumes. To use the default boot image on the server, hold down Option-N instead. Disabled when using a firmware password.
  • Command-S: Start up in single-user mode. Disabled in macOS Mojave or later, or when using a firmware password.
  • T: Start up in target disk mode. Disabled when using a firmware password.
  • Command-V: Start up in verbose mode. Disabled when using a firmware password.
  • Eject (⏏) or F12 or mouse button or trackpad button: Eject removable media, such as an optical disc. Disabled when using a firmware password.

If a key combination doesn't work

If a key combination doesn't work at startup, one of these these solutions might help:

  • Be sure to press and hold all keys in the combination together, not one at a time.
  • Shut down your Mac. Then press the power button to turn on your Mac. Then press and hold the keys as your Mac starts up.
  • Wait a few seconds before pressing the keys, to give your Mac more time to recognize the keyboard as it starts up. Some keyboards have a light that flashes briefly at startup, indicating that the keyboard is recognized and ready for use.
  • If you're using a wireless keyboard, plug it into your Mac, if possible. Or use your built-in keyboard or a wired keyboard. If you're using a keyboard made for a PC, such as a keyboard with a Windows logo, try a keyboard made for Mac.
  • If you're using Boot Camp to start up from Microsoft Windows, set Startup Disk preferences to start up from macOS instead. Then shut down or restart and try again.

Remember that some key combinations are disabled when your Mac is using a firmware password.

Learn more

  • Learn what to do if your Mac doesn't turn on.
  • Learn about Mac keyboard shortcuts that you can use after your Mac has started up.