viz.renderers.EmbeddingRenderer

class EmbeddingRenderer

GPU-accelerated renderer for embedding/dimensionality reduction visualizations.

Examples

// Visualize PCA result
const pcaResult = await pca(embeddings, { nComponents: 2 });
const renderer = new EmbeddingRenderer();
renderer.renderPCA(pcaResult, labels, { target, title: 'PCA Projection' });

// Visualize t-SNE result
const tsneResult = await tsne(embeddings, { nComponents: 2 });
renderer.renderTSNE(tsneResult, labels, { target, title: 't-SNE Projection' });

// Visualize KMeans clusters
const kmeansResult = await kmeans(data, { k: 5 });
renderer.renderKMeans(kmeansResult, { target, title: 'K-Means Clusters' });