Related Issues (20)
- [FEA] Have maskedL2NN accept bitfields directly
- [FEA] Investigating build times and number of specializations HOT 14
- [FEA] Support reconstruction of original vectors from IVF-Flat / IVF-PQ Index HOT 3
- [FEA] Graph-based coarse quantizer
- [FEA] Incremental add for graph-based ANN indexes
- [BUG] Use proper random sampling to train coarse quantizer in IVF* methods
- [FEA] `mdspan` public API for IVF-PQ
- [FEA] Integrate IVF-PQ into FAISS PoC
- [FEA] Integrate cuda ANN benchmarks
- [FEA] Need to support `index_cpu_to_gpu` and `index_gpu_to_cpu` in FAISS PoC
- [FEA] Expose fused knn through the public API
- [BUG] Segmentation fault in interruptible.hpp HOT 4
- [FEA] Follow-up task for mdspan serializer
- [BUG] Ball Cover uses brute_force_knn specialization that's not instantiated HOT 1
- [BUG] IVF-flat needs specializations HOT 1
- [BUG] Potential CUDA compile time issue with loop unrolling or pow HOT 6
- [BUG] K-means overflows when `m` * `k` > 2^(31-1) HOT 1
- [FEA] Expose sparse matrix multiplication primitive
- [FEA] Discuss standardizing on a set of types that can be used consistently across the codebase
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