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Header-only C++/python library for fast approximate nearest neighbors
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
Navigating Spreading-out Graph For Approximate Nearest Neighbor Search
Up to 200x Faster Dot Products & Similarity Metrics — for Python, Rust, C, JS, and Swift, supporting f64, f32, f16 real & complex, i8, and bit vectors using SIMD for both AVX2, AVX-512, NEON, SVE, …
VLDB 2024 paper repo. RoarGraph: A Projected Bipartite Graph for Efficient Cross-Modal Approximate Nearest Neighbor Search
A list of papers in the field of approximate nearest neighbor search on high-dimensional vectors.
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
A curated list of awesome works related to high dimensional structure/vector search & database
A distributed approximate nearest neighborhood search (ANN) library which provides a high quality vector index build, search and distributed online serving toolkits for large scale vector search sc…
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
A toolkit for developing and comparing reinforcement learning algorithms.
[SIGMOD 2023] High-Dimensional Approximate Nearest Neighbor Search: with Reliable and Efficient Distance Comparison Operations
[SIGMOD 2024] RaBitQ: Quantizing High-Dimensional Vectors with a Theoretical Error Bound for Approximate Nearest Neighbor Search
C++ implementation of R*-tree, an MVR-tree and a TPR-tree with C API
A fast Python implementation of locality sensitive hashing.
180+ Algorithm & Data Structure Problems using C++
Graph-structured Indices for Scalable, Fast, Fresh and Filtered Approximate Nearest Neighbor Search
multiple vantage point distance-based tree data structure
A fork of D Grant Starkweather's multiple vantage point tree library
A data structure for efficient nearest-neighbor queries.
Codebase for CIKM '24 paper -- General Time Transformer: an Encoder-only Foundation Model for Zero-Shot Multivariate Time Series Forecasting