Compile Programs into an Ensemble

Convenience function to create an ensemble from a list of modules without explicitly creating a teleprompter.

Usage

ensemble_from_programs(programs, reduce_fn = NULL, weights = NULL, size = NULL)

Arguments

programs

List of Module objects to combine

reduce_fn

Function to combine outputs. Default is reduce_majority().

weights

Optional numeric vector of weights for each module.

size

Optional integer to limit number of modules included.

Value

An EnsembleModule

Examples

if (FALSE) { # \dontrun{
# Quick ensemble creation
ens <- compile_ensemble(list(mod1, mod2, mod3))

# With weights from optimization
ens <- compile_ensemble(
  programs = candidates,
  reduce_fn = reduce_weighted_vote(),
  weights = validation_scores
)
} # }