Combine multiple dyngen models — combine

Assume the given models have the exact same feature ids and ran up until the generate_cells() step. In addition, the user is expected to run generate_experiment() on the combined models.

combine_models(models, duplicate_gold_standard = TRUE)

Arguments

models: A named list of models. The names of the list will be used to prefix the different cellular states in the combined model.
duplicate_gold_standard: Whether or not the gold standards of the models are different and should be duplicated and prefixed.

Value

A combined dyngen model.

Details

See the vignette on simulating batch effects on how to use this function.

Examples

# \donttest{
data("example_model")
model_ab <- combine_models(list("left" = example_model, "right" = example_model))

# show a dimensionality reduction
plot_simulations(model_ab)

plot_gold_mappings(model_ab, do_facet = FALSE)

# }