vrr/ruvector
2
0
Fork 0
mirror of https://github.com/ruvnet/RuVector.git synced 2026-05-29 19:33:34 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions 1
ruvector/crates
History
Claude 47a7dd720b perf(mincut-transformer): Add SIMD GEMM and sparse CSR matrix 
SIMD INT8 GEMM (qgemm.rs):
- Add AVX2 kernel using _mm256_cvtepi8_epi16 + _mm256_madd_epi16
- Processes 32 INT8 elements per iteration
- Compile-time target_feature detection for no_std compatibility
- Expected speedup: 12-16× on x86_64 with AVX2
- Graceful fallback to scalar for non-AVX2 systems

Sparse CSR Matrix (spectral.rs):
- Add SparseCSR struct for Compressed Sparse Row format
- O(E) matrix-vector multiply instead of O(n²)
- from_boundary_edges() builds sparse Laplacian directly
- power_iteration_sparse() for O(E) eigenvector computation
- Expected speedup: 10-200× for typical sparse graphs

For a graph with n=1000 nodes and E=5000 edges:
- Dense matvec: 1,000,000 operations
- Sparse matvec: 5,000 operations (200× faster)

All 278 tests pass.
2025-12-26 17:45:35 +00:00
..
micro-hnsw-wasm Feat/ruvector postgres v2 (#82) 2025-12-25 17:02:55 -05:00
profiling Reorganize repository structure 2025-11-19 20:53:37 +00:00
ruvector-attention feat(postgres): Add HNSW index and embedding functions support (#62) 2025-12-09 11:14:52 -05:00
ruvector-attention-cli fix: Fix PQ integration test failures and add v0.1.18 release 2025-11-30 20:45:43 +00:00
ruvector-attention-node feat: SONA Neural Architecture, RuvLLM, npm packages v0.1.31, and path traversal fix (#51) 2025-12-03 18:40:25 -05:00
ruvector-attention-wasm feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-bench chore: Update workspace version to 0.1.2 and simplify CI workflow 2025-11-26 17:43:34 +00:00
ruvector-cli Test and validate core functionality (#54) 2025-12-06 09:36:47 -05:00
ruvector-cluster feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-collections docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-core feat(rvlite): Add multi-query language support (SPARQL, SQL, Cypher) (#69) 2025-12-11 13:52:23 -05:00
ruvector-filter docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-gnn Merge main into feat/implement-loss-functions 2025-12-09 16:41:34 +00:00
ruvector-gnn-node feat: SONA Neural Architecture, RuvLLM, npm packages v0.1.31, and path traversal fix (#51) 2025-12-03 18:40:25 -05:00
ruvector-gnn-wasm feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-graph feat(postgres): Add HNSW index and embedding functions support (#62) 2025-12-09 11:14:52 -05:00
ruvector-graph-node feat: Add persistence support and Cypher queries to @ruvector/graph-node 2025-11-27 04:26:50 +00:00
ruvector-graph-wasm feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-metrics docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-mincut feat(mincut): Add temporal hypergraphs and federated strange loops examples (#81) 2025-12-25 14:29:54 -05:00
ruvector-mincut-gated-transformer perf(mincut-transformer): Add SIMD GEMM and sparse CSR matrix 2025-12-26 17:45:35 +00:00
ruvector-mincut-gated-transformer-wasm feat(mincut-transformer): Add novel optimization features with academic foundations 2025-12-26 15:45:53 +00:00
ruvector-mincut-node feat(mincut): Add subpolynomial-time dynamic minimum cut system (#74) 2025-12-23 07:53:32 -05:00
ruvector-mincut-wasm feat(mincut): Add subpolynomial-time dynamic minimum cut system (#74) 2025-12-23 07:53:32 -05:00
ruvector-node fix(node): Add metadata support to Rust bindings 2025-12-13 19:09:37 +00:00
ruvector-postgres feat(rvlite): Add multi-query language support (SPARQL, SQL, Cypher) (#69) 2025-12-11 13:52:23 -05:00
ruvector-raft docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-replication docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-router-cli chore: Update workspace version to 0.1.2 and simplify CI workflow 2025-11-26 17:43:34 +00:00
ruvector-router-core feat(postgres): Add HNSW index and embedding functions support (#62) 2025-12-09 11:14:52 -05:00
ruvector-router-ffi chore: Bump version to 0.1.16 for npm package release 2025-11-27 21:48:12 +00:00
ruvector-router-wasm feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-server feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-snapshot docs: Add README files for all crates and update root README with crates table 2025-11-26 18:15:05 +00:00
ruvector-tiny-dancer-core chore: Bump version to 0.1.15 with security fixes and GNN forgetting mitigation 2025-11-27 00:52:24 +00:00
ruvector-tiny-dancer-node chore: Bump version to 0.1.16 for npm package release 2025-11-27 21:48:12 +00:00
ruvector-tiny-dancer-wasm feat: Publish 8 new npm packages 2025-12-02 18:44:00 +00:00
ruvector-wasm chore: Bump version to 0.1.16 for npm package release 2025-11-27 21:48:12 +00:00
rvlite feat(rvlite): Add multi-query language support (SPARQL, SQL, Cypher) (#69) 2025-12-11 13:52:23 -05:00
sona feat(rvlite): Add multi-query language support (SPARQL, SQL, Cypher) (#69) 2025-12-11 13:52:23 -05:00