Install the released version

    An up-to-date list of available CatBoost releases and the corresponding binaries for different operating systems is available in the Download section of the releases page on GitHub.


    Training on GPU requires NVIDIA Driver of version 418.xx or higher.

    This version of CatBoost has GPU support out-of-the-box.

    To install the released R package binary with GPU support:

    1. Run the following commands:

      devtools::install_url('BINARY_URL'[, INSTALL_opts = c("--no-multiarch", "--no-test-load")])
      • BINARY_URL is the URL of the released binary.

      • INSTALL_opts:

        • --no-multiarch is an optional parameter for multiarch support.
        • --no-test-load is an argument which suppresses the testing phase.

      For example, use the following code to install the Windows' version of the R binary with multiarch support:

      devtools::install_url('', INSTALL_opts = c("--no-multiarch", "--no-test-load"))


      Do not forget to change the package version to the required one. The example above illustrates the installation of the version

      To install another version, let's say 0.16.5, change the code to the following:

      devtools::install_url('', INSTALL_opts = c("--no-multiarch", "--no-test-load"))


    Installation error

    If you use script for installation, try to add the repos parameter to the install.packages('devtools') command.
    Select any repository from the list.

    Example: install.packages("devtools", repos="").