All Categories → Computer Science → nearest-neighbor-search

Top 46 nearest-neighbor-search open source projects

Mrpt
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
Scanns
A scalable nearest neighbor search library in Apache Spark
Tarsoslsh
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.
Faiss tips
Some useful tips for faiss
Pgann
Fast Approximate Nearest Neighbor (ANN) searches with a PostgreSQL database.
Nanopq
Pure python implementation of product quantization for nearest neighbor search
Elastiknn
Elasticsearch plugin for nearest neighbor search. Store vectors and run similarity search using exact and approximate algorithms.
Knn Matting
Source Code for KNN Matting, CVPR 2012 / TPAMI 2013. MATLAB code ready to run. Simple and robust implementation under 40 lines.
Neighbor
Nearest neighbor search for Rails and Postgres
Rii
Fast and memory-efficient ANN with a subset-search functionality
Gann
gann(go-approximate-nearest-neighbor) is a library for Approximate Nearest Neighbor Search written in Go
Annoy
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
Ggnn
GGNN: State of the Art Graph-based GPU Nearest Neighbor Search
Awesome Cbir Papers
📝Awesome and classical image retrieval papers
Fast Near Duplicate Image Search
Fast Near-Duplicate Image Search and Delete using pHash, t-SNE and KDTree.
Deep Mihash
Code for papers "Hashing with Mutual Information" (TPAMI 2019) and "Hashing with Binary Matrix Pursuit" (ECCV 2018)
Falconn
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
Pointcloudutilities
Utilities for point cloud processing. read ply, write ply, search nearest neighbors using octree ...
Ngt
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
Soundfingerprinting
Open source audio fingerprinting in .NET. An efficient algorithm for acoustic fingerprinting written purely in C#.
Lopq
Training of Locally Optimized Product Quantization (LOPQ) models for approximate nearest neighbor search of high dimensional data in Python and Spark.
N2
TOROS N2 - lightweight approximate Nearest Neighbor library which runs fast even with large datasets
Pynndescent
A Python nearest neighbor descent for approximate nearest neighbors
lbvh
an implementation of parallel linear BVH (LBVH) on GPU
graphgrove
A framework for building (and incrementally growing) graph-based data structures used in hierarchical or DAG-structured clustering and nearest neighbor search
ann-benchmarks
Benchmarking approximate nearest neighbors. Note: This is an archived version from our SISAP 2017 paper, see below.
knn-cpp
A header-only C++ library for k nearest neighbor search with Eigen3.
Dolphinn
High Dimensional Approximate Near(est) Neighbor
annoy.rb
annoy-rb provides Ruby bindings for the Annoy (Approximate Nearest Neighbors Oh Yeah).
Rayuela.jl
Code for my PhD thesis. Library of quantization-based methods for fast similarity search in high dimensions. Presented at ECCV 18.
kdtree-rs
K-dimensional tree in Rust for fast geospatial indexing and lookup
wordvector be
Web服务:使用腾讯 800 万词向量模型和 spotify annoy 引擎得到相似关键词
pqtable
Fast search algorithm for product-quantized codes via hash-tables
1-46 of 46 nearest-neighbor-search projects