harsha-simhadri / big-ann-benchmarks
Framework for evaluating ANNS algorithms on billion scale datasets.
☆332Updated this week
Related projects: ⓘ
- ☆115Updated 3 weeks ago
- A library of algorithms for approximate nearest neighbor search in high dimensions, along with a set of useful tools for designing such a…☆104Updated 2 weeks ago
- Graph Library for Approximate Similarity Search☆85Updated 4 months ago
- Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search☆1,063Updated this week
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆202Updated last year
- CUDA implementation of Hierarchical Navigable Small World Graph algorithm☆135Updated 3 years ago
- Knowhere is an open-source vector search engine, integrating FAISS, HNSW, etc.☆172Updated this week
- RAFT contains fundamental widely-used algorithms and primitives for machine learning and information retrieval. The algorithms are CUDA-a…☆737Updated this week
- cuVS - a library for vector search and clustering on the GPU☆170Updated this week
- MSVBASE is a system that efficiently supports complex queries of both approximate similarity search and relational operators. It integrat…☆78Updated 3 months ago
- Source code for SIGMOD 2020 paper "Improving Approximate Nearest Neighbor Search through Learned Adaptive Early Termination"☆44Updated 4 years ago
- Block-based Approximate Nearest Neighbor☆31Updated 2 years ago
- A Comprehensive Survey and Experimental Comparison of Graph-based Approximate Nearest Neighbor Search☆55Updated 3 years ago
- Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors☆197Updated 4 years ago
- A Benchmark Tool for VectorDB☆505Updated 2 weeks ago
- SONG: Approximate Nearest Neighbor Search on GPU. SONG is a graph-based approximate nearest neighbor search toolbox.☆62Updated 2 years ago
- ☆55Updated 10 months ago
- Framework for benchmarking vector search engines☆265Updated this week
- 📚 Awesome papers and technical blogs on vector DB (database), semantic-based vector search or approximate nearest neighbor search (ANN S…☆45Updated last month
- Algorithms for approximate nearest neighbor search with window filters☆23Updated 7 months ago
- Official software repository of S. Bruch, F. M. Nardini, C. Rulli, and R. Venturini, "Efficient Inverted Indexes for Approximate Retrieva…☆38Updated last month
- Collection of datasets for benchmarking filtered vector similarity retrieval☆32Updated 5 months ago
- GGNN: State of the Art Graph-based GPU Nearest Neighbor Search☆141Updated 3 years ago
- A library for building and serving multi-node distributed faiss indices.☆252Updated 10 months ago
- SeRF: Segment Graph for Range-Filtering Approximate Nearest Neighbor Search☆15Updated last week
- 🏆 Winning NeurIPS (NIPS) Competition Track: Big ANN, Practical Vector Search Challenge 2023. (see big-ann-benchmark https://big-ann-benc…☆27Updated last month
- Visualize hnsw, faiss and other anns index☆377Updated last year
- A curated list of awesome works related to high dimensional structure/vector search & database☆190Updated this week
- code for satellite system graphs☆108Updated 9 months ago
- ☆14Updated 5 months ago