Visualize embedding space using dimensionality reduction — viz_embeddings • tidyvec

Visualize embedding space using dimensionality reduction

Usage

viz_embeddings(
  x,
  method = c("umap", "tsne", "pca"),
  labels = NULL,
  color = NULL,
  n_neighbors = 15,
  perplexity = 30,
  images_column = NULL,
  ...
)

Arguments

x: A tidyvec object
method: Dimensionality reduction method ("tsne", "umap", "pca")
labels: Column to use for point labels
color: Column to use for point colors
n_neighbors: Number of neighbors (for UMAP)
perplexity: Perplexity parameter (for t-SNE)
images_column: Optional column containing image paths to use instead of points
...: Additional arguments passed to the plotting function

Value

A ggplot object