Amin.Gholiha

UMAPuwotSharp
by: Amin.Gholiha
- .NET 8.0
- 4,824 total downloads
- last updated 2/10/2026
- Latest version: 3.42.3
- umap uwot hnsw ai-safety outlier-detection dimensionality-reduction machine-learning embedding manifold-learning production-ml More tags
Production-ready UMAP library with revolutionary HNSW optimization (50-2000x faster), spectral initialization (default), and InitializationMethod enum for explicit control. Features: 1M+ dataset support with... More information
PacMapSharp
by: Amin.Gholiha
- .NET 8.0
- 1,473 total downloads
- last updated 12/24/2025
- Latest version: 2.8.35
- pacmap hnsw ai-safety outlier-detection dimensionality-reduction machine-learning embedding manifold-learning production-ml data-validation More tags
Production-ready PACMAP library with 66% smaller persistence files, 3.1-12.5x performance optimization, HNSW acceleration, and cross-platform 64-bit binaries. Features: PACMAP (Pairwise Controlled Manifold... More information