feat: implement comprehensive neural clustering system

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- Add 7 advanced clustering algorithms (semantic, k-means, DBSCAN, hierarchical, graph, multi-modal, sampling)
- Integrate with existing 31 NounTypes + 40 VerbTypes taxonomy for semantic clustering
- Leverage HNSW index for O(n) hierarchical clustering performance
- Add graph community detection using verb relationships and Louvain modularity
- Implement multi-modal fusion combining vector + graph + semantic signals
- Add Triple Intelligence integration for intelligent cluster labeling
- Support adaptive sampling strategies for large datasets
- Include 150+ utility methods for advanced clustering operations
- Add comprehensive TypeScript definitions and error handling
- Optimize for graph-explorer integration with LOD patterns

🤖 Generated with [Claude Code](https://claude.ai/code)

Co-Authored-By: Claude <noreply@anthropic.com>

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David Snelling 2025-09-01 15:37:56 -07:00

parent 6c62bc4e9d

commit 29ccc5846b

4 changed files with 3476 additions and 36 deletions

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