xinyandai / similarity-search
A framework for index based similarity search.
☆19Updated 5 years ago
Related projects: ⓘ
- To Index or Not to Index: Optimizing Exact Maximum Inner Product Search☆26Updated 5 years ago
- SRS - Fast Approximate Nearest Neighbor Search in High Dimensional Euclidean Space With a Tiny Index☆54Updated 9 years ago
- Efficient LDA solution on GPUs.☆24Updated 6 years ago
- High Dimensional Approximate Near(est) Neighbor☆33Updated 7 years ago
- Kmeans Quantization + Random Projection based Locality Sensitive Hashing☆26Updated 5 years ago
- Fast C++ implementation of https://github.com/yahoo/lopq: Locally Optimized Product Quantization (LOPQ) model and searcher for approximat…☆33Updated 4 years ago
- Neural LSH [ICLR 2020] - Using supervised learning to produce better space partitions for fast nearest neighbor search.☆70Updated 3 years ago
- Code for ICML2019 paper: Learning to Route in Similarity Graphs☆57Updated last month
- A fast high dimensional near neighbor search algorithm based on group testing and locality sensitive hashing☆19Updated 9 months ago
- HogWild++: A New Mechanism for Decentralized Asynchronous Stochastic Gradient Descent☆33Updated 7 years ago
- Implementation of ip-nsw from Non-metric Similarity Graphs for Maximum Inner Product Search☆40Updated 6 years ago
- QuickerADC is an implementation of highly-efficient product quantizers leveraging SIMD shuffle instructions integrated into FAISS☆60Updated 5 years ago
- Implementation of fast exact k-means algorithms☆47Updated 4 years ago
- TSDG: An efficient index graph for graph-based nearest neighbor search☆9Updated 2 years ago
- High-dimensional approximate nearest neighbor in python☆11Updated 6 years ago
- Light-weight GPU kernel interface for graph operations☆15Updated 4 years ago
- Implements the frequent directions algorithm for approximating matrices in streams☆32Updated 7 years ago
- Code for paper: Towards Similarity Graphs Constructed by Deep Reinforcement Learning☆18Updated 4 years ago
- Proximal Asynchronous SAGA☆12Updated 6 years ago
- ☆12Updated 5 years ago
- A fast implementation of spectral clustering on GPU-CPU Platform☆28Updated 6 years ago
- Implementation of vector quantization algorithms, codes for Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner P…☆54Updated 3 years ago
- Distributed similarity search☆9Updated 4 years ago
- Building KNN Graph for Billion High Dimensional Vectors Efficiently☆20Updated 5 years ago
- Parameterless and Universal FInding of Nearest Neighbors☆56Updated 4 months ago
- Implementation of QuadSketch algorithm☆11Updated last year
- Cyclades☆28Updated 6 years ago
- Gopalan, P., Ruiz, F. J., Ranganath, R., & Blei, D. M. (2014). Bayesian Nonparametric Poisson Factorization for Recommendation Systems. I…☆15Updated 10 years ago
- Personalized PageRank (PPR) on GraphLab PowerGraph☆15Updated 7 years ago