Load pre-built model of provided drugs — load

Downloads model files from GitHub Release if not cached locally. Supports automatic mirror fallback for users in different regions.

Usage

load_model(
  ...,
  dest = "./models",
  read = FALSE,
  mirror = FALSE,
  mirror_url = NULL,
  timeout_seconds = 30,
  retries = 0
)

Arguments

...: One or more drug names (e.g., "erlotinib", "gefitinib").
dest: Directory to save downloaded models. Default = "./models".
read: Whether to read and return the downloaded model(s) as a named list. Default = FALSE (download only).
mirror: Logical. If FALSE (default), download from GitHub directly. If TRUE, use mirror sites from get_mirrors().
mirror_url: Character. A specific mirror URL to use (e.g., "https://gh-proxy.com/https://github.com"). Overrides mirror.
timeout_seconds: Numeric, timeout for each download attempt in seconds. Default = 30.
retries: Integer, number of retries for each mirror. Default = 0.

Value

If read = TRUE, a named list of model objects (names = drug names). If read = FALSE, invisibly returns NULL (files are saved to disk only). The returned list can be directly passed to predict_drugs(), compare_performance(), or get_significant_models().

Examples

if (FALSE) { # \dontrun{
# Download and load models from GitHub directly
models <- load_model("erlotinib", "gefitinib", read = TRUE)

# Use mirror sites
models <- load_model("erlotinib", "gefitinib", read = TRUE, mirror = TRUE)

# Use a specific mirror
models <- load_model("erlotinib", read = TRUE,
                     mirror_url = "https://gh-proxy.com/https://github.com")
} # }