#' Install Python packages
#'
#' Install Python dependencies into a virtual environment or Conda environment.
#'
#' @param envname The name, or full path, of the environment in which Python
#' packages are to be installed. When `NULL` (the default), the active
#' environment as set by the `RETICULATE_PYTHON_ENV` variable will be used;
#' if that is unset, then the `r-reticulate` environment will be used.
#'
#' @param method Installation method. By default, "auto" automatically finds a
#' method that will work in the local environment. Change the default to force
#' a specific installation method. Note that the "virtualenv" method is not
#' available on Windows.
#'
#' @param conda Path to conda executable (or "auto" to find conda using the
#' PATH and other conventional install locations).
#'
#' @param python_version The requested Python version. Ignored when attempting
#' to install with a Python virtual environment.
#'
#' @param pip Boolean; use `pip` for package installation? This is only relevant
#' when Conda environments are used, as otherwise packages will be installed
#' from the Conda repositories.
#'
#' @param ... Additional arguments passed to [conda_install()]
#' or [virtualenv_install()].
#'
#' @details On Linux and OS X the "virtualenv" method will be used by default
#' ("conda" will be used if virtualenv isn't available). On Windows, the
#' "conda" method is always used.
#'
#' @import reticulate
#' @export
install_mlr3tabnet <- function(gpu=TRUE,
envname = NULL,
method = "auto",
conda = "auto",
python_version = NULL,
...) {
pytorch <- ifelse(gpu, "pytorch", "pytorch-cpu")
reticulate::py_install(
c("pytorch-tabnet", "fastai", pytorch),
...
)
}
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