Hyper3Labs/HyperView
HyperView curates datasets and provides model introspection in hyperbolic and Euclidean geometries.
Provides interactive dual-panel visualization combining image grids with geometric scatter plots, supporting Euclidean, Poincaré, and spherical layouts via UMAP/PCA projections. Integrates with HuggingFace Hub for dataset loading and uses EmbedAnything for CLIP-based embeddings, addressing hierarchical data representation through hyperbolic geometry's exponential volume growth to prevent representation collapse in minority classes.
Available on PyPI.
Stars
16
Forks
1
Language
Python
License
MIT
Category
Last pushed
Mar 11, 2026
Monthly downloads
210
Commits (30d)
0
Dependencies
12
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