pacmapsharp
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 Approximation and Projection) algorithm with OpenMP 8-thread parallelization, AVX2/AVX512 SIMD optimization, HNSW (Hierarchical Navigable Small World) acceleration, optimized model persistence (v2.8.32), advanced quantization (60% storage savings), comprehensive progress reporting, model persistence, and cross-platform deployment. Perfect for production AI pipelines requiring high-performance dimensionality reduction with enterprise-grade stability and efficient storage.
Ecosystem
nuget.org
nuget.org
Latest Release
2 months ago
2.8.35
2 months ago
Versions
7
7
Downloads
1,359 total
1,359 total
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Readme
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Links
| Registry | nuget.org |
| Source | Repository |
| JSON API | View JSON |
| CodeMeta | codemeta.json |
Package Details
| PURL |
pkg:nuget/pacmapsharp
spec |
| License | GPL-3.0-or-later |
| First Release | 5 months ago |
| Last Synced | 23 days ago |
Keywords
pacmap hnsw ai-safety outlier-detection dimensionality-reduction machine-learning embedding manifold-learning production-ml data-validation nearest-neighbors performance-optimization memory-efficient multi-dimensional progress-reporting model-persistence file-optimization storage-optimization
pacmap hnsw ai-safety outlier-detection dimensionality-reduction machine-learning embedding manifold-learning production-ml data-validation nearest-neighbors performance-optimization memory-efficient multi-dimensional progress-reporting model-persistence file-optimization storage-optimization
Repository
| Stars | 1 on GitHub |
| Forks | 0 on GitHub |