k-NN Graph (High-Dimensional)
UMAP Embedding (2D)
UMAP
Builds a fuzzy simplicial set from k-NN graph, then optimizes a low-dimensional embedding to preserve topological structure via cross-entropy minimization.
Builds a fuzzy simplicial set from k-NN graph, then optimizes a low-dimensional embedding to preserve topological structure via cross-entropy minimization.
Dataset
Parameters
Controls
Generate data and build k-NN graph to start
Statistics
0
Points
0
Edges
0
Iteration
0
Loss