the projection problem: 3D clusters reduced to 2D
colored by cluster membership
PCA
t-SNE
UMAP
regenerate
t-SNE perplexity explorer
perplexity
30
perplexity
30
iterations:
500
distance → similarity via Gaussian kernel
σ
1.00
similarity budget: conditional probabilities p
j|i
σ
1.00
side-by-side: concentric rings
PCA
t-SNE
UMAP
regenerate
points:
150