knn-search · GitHub Topics

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

翻译 - 非度量空间库（NMSLIB）：高效的相似性搜索库和用于评估通用非度量空间的k-NN方法的工具包。

knn-search non-metric neighborhood-graphs k-nn-graphs

C++ 3.45 k

6 个月前

currentslab / awesome-vector-search

#搜索#Collections of vector search related libraries, service and research papers

Awesome Lists vector similarity-search vector-search-engine nearest-neighbor-search vector-search knn-search 机器学习搜索引擎

1.47 k

7 个月前

yahoojapan / NGT

Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data

approximate-nearest-neighbor-search k-nearest-neighbors knn-search nearest-neighbors nearest-neighbor-search

C++ 1.29 k

13 天前

src-d / kmcuda

#计算机科学#Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

CUDA kmeans knn-search 机器学习 Python Hacktoberfest

Jupyter Notebook 826

2 年前

Restream / reindexer

#向量搜索引擎#Embeddable, in-memory, document-oriented database with a high-level Query builder interface.

数据库 Go in-memory C++cpp-library fulltext-search knn-search vector-search vector-similarity

C++ 781

6 天前

unum-cloud / ustore

#向量搜索引擎#Multi-Modal Database replacing MongoDB, Neo4J, and Elastic with 1 faster ACID solution, with NetworkX and Pandas interfaces, and bindings for C 99, C++ 17, Python 3, Java, GoLang 🗄️

acid 数据库 key-value-store document-database graph-database JSON apache-arrow arrow networkx pandas dataloader knn-search NoSQL search big-data bigdata iouring spdk vector-search Python

C++ 578

2 年前

KristofferC / NearestNeighbors.jl

High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.

nearest-neighbors datastructures knn-search

Julia 432

4 个月前

Aquila-Network / aquila

#搜索#An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.

HTML 377

10 个月前

jelmerk / hnswlib

#算法刷题#Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

k-nearest-neighbors knn-search Java 算法 Apache Spark Scala pyspark

Java 265

6 天前

vioshyvo / mrpt

Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search

approximate-nearest-neighbor-search nearest-neighbor-search knn-search similarity-search

C++ 259

12 天前

dbaranchuk / ivf-hnsw

Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors

knn-search similarity-search

C++ 205

5 年前

arborx / ArborX

Performance-portable geometric search library

C++Kokkos gpu knn-search hpc distributed mpi CUDA parallel nearest-neighbors clustering high-performance-computing

C++ 196

13 天前

begeekmyfriend / kdtree

#算法刷题#Absolute balanced kdtree for fast kNN search.

kd-tree 算法 tree-structure knn-search knn k-nearest-neighbours kmeans

C 179

1 年前

guenthermi / postgres-word2vec

utils to use word embedding models like word2vec vectors in a PostgreSQL database

PostgreSQL word2vec word-embeddings inverted-index similarity-search knn-search

C 143

3 年前

vektonn / vektonn

vector similarity knn-search

C# 128

3 年前

Rookfighter / knn-cpp

A header-only C++ library for k nearest neighbor search with Eigen3.

knn-search nearest-neighbor-search knn header-only kd-tree

C++ 54

3 年前

bgokden / veri

#计算机科学#Scalable Feature Store

knn knn-search Go 机器学习 feature-store

Go 54

2 年前

encord-team / text-to-image-eval

Evaluate custom and HuggingFace text-to-image/zero-shot-image-classification models like CLIP, SigLIP, DFN5B, and EVA-CLIP. Metrics include Zero-shot accuracy, Linear Probe, Image retrieval, and KNN ...

evaluation-framework evaluation-metrics knn-search zero-shot-classification

Jupyter Notebook 43

2 个月前