survivalmodels: get_pycox_callbacks – R documentation

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get_pycox_callbacks

Get Torchtuples Callbacks

Helper function to return torchtuples callbacks from torchtuples.callbacks.

get_pycox_callbacks(
  early_stopping = FALSE,
  best_weights = FALSE,
  min_delta = 0,
  patience = 10L
)

`early_stopping`	`(logical(1))` If `TRUE` then constructs `torchtuples.callbacks,EarlyStopping`.
`best_weights`	`(logical(1))` If `TRUE` then returns `torchtuples.callbacks.BestWeights`. Ignored if `early_stopping` is `TRUE`.
`min_delta`	`(numeric(1))` Passed to `torchtuples.callbacks.EarlyStopping`.
`patience`	`(integer(1))` Passed to `torchtuples.callbacks.EarlyStopping`.

if (requireNamespaces("reticulate")) {
  get_pycox_callbacks(early_stopping = TRUE)

  get_pycox_callbacks(best_weights = TRUE)
}

Models for Survival Analysis

v0.1.11

MIT + file LICENSE

Authors

Raphael Sonabend [aut, cre] (<https://orcid.org/0000-0001-9225-4654>)

Initial release