Build Canonical UCCDF Views

Constructs the mixed-distance and mixed-latent views used by fit_uccdf().

Usage

build_views(data, schema, columns = NULL, latent_dims = 5L)

Arguments

data

A data frame.

schema

A schema produced by infer_schema().

columns

Optional subset of active columns.

latent_dims

Number of latent dimensions to retain.

Value

A named list containing mixed_distance and mixed_latent.

Examples

dat <- simulate_mixed_data(n = 30, k = 3, seed = 2)
schema <- infer_schema(dat, id_column = "sample_id")
views <- build_views(dat, schema)
names(views)
#> [1] "mixed_distance" "mixed_latent"