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The Wayback Machine - https://web.archive.org/web/20210729125244/https://github.com/topics/nearest-neighbor-search
#
nearest-neighbor-search
Here are
193 public repositories
matching this topic...
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
An open source vector database powered by Faiss, NMSLIB and Annoy
Statistical Machine Intelligence & Learning Engine
Updated
Jul 27, 2021
Java
📝 Awesome and classical image retrieval papers
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
Vald. A Highly Scalable Distributed Vector Search Engine
Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
Updated
Apr 14, 2019
Python
A Python nearest neighbor descent for approximate nearest neighbors
Updated
Jul 27, 2021
Python
Open-source vector similarity search for Postgres
Some useful tips for faiss
Updated
Jul 13, 2021
Shell
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
A scalable nearest neighbor search library in Apache Spark
Updated
Mar 29, 2019
Scala
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Updated
Aug 4, 2020
Python
A Java library implementing practical nearest neighbour search algorithm for multidimensional vectors that operates in sublinear time. It implements Locality-sensitive Hashing (LSH) and multi index hashing for hamming space.
Updated
Jul 26, 2020
Java
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Updated
Jul 26, 2021
Scala
Pure python implementation of product quantization for nearest neighbor search
Updated
Mar 27, 2021
Python
Source Code for KNN Matting, CVPR 2012 / TPAMI 2013. MATLAB code ready to run. Simple and robust implementation under 40 lines.
Updated
Jul 20, 2017
MATLAB
Nearest neighbor search for Rails and Postgres
Updated
Jun 13, 2021
Ruby
Collections of vector search related libraries, service and research papers
K-dimensional tree in Rust for fast geospatial indexing and lookup
Updated
May 13, 2021
Rust
Fast and memory-efficient ANN with a subset-search functionality
Updated
Jul 8, 2021
Python
Unofficial faiss wheel builder
Updated
Jun 12, 2021
Python
GPU-based large scale Approx. Nearest Neighbor Search, accepted at CVPR 2016
GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Updated
Mar 16, 2021
Cuda
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What is the desired addition or change?
With the SFINAE utilities which we have as of now,
HAS_MEM_FUNCcan only check for member functions that do not have templates. So, if we have something like: