Perform dimensionality reduction on your embeddings

Perform dimensionality reduction on your embeddings

Usage

bt_do_reducing(reducer, embeddings)

Arguments

reducer

Your dimensionality reduction model

embeddings

Your embeddings

Value

Embeddings with reduced number of dimensions

Examples

# make reducuction model
reducer <- bt_make_reducer_umap(n_neighbours = 2, n_components = 2)

# mock embeddings
embeddings <- matrix(runif(50), nrow = 5, ncol = 10)

# reduce the embeddings
reduced_embeddings <- bt_do_reducing(reducer, embeddings)