knn-search
There are 66 repositories under knn-search topic.
nmslib/nmslib
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
currentslab/awesome-vector-search
Collections of vector search related libraries, service and research papers
yahoojapan/NGT
Nearest Neighbor Search with Neighborhood Graph and Tree for High-dimensional Data
src-d/kmcuda
Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA
Restream/reindexer
Embeddable, in-memory, document-oriented database with a high-level Query builder interface.
unum-cloud/UStore
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 🗄️
KristofferC/NearestNeighbors.jl
High performance nearest neighbor data structures (KDTree and BallTree) and algorithms for Julia.
Aquila-Network/aquila
An easy to use Neural Search Engine. Index latent vectors along with JSON metadata and do efficient k-NN search.
jelmerk/hnswlib
Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs
vioshyvo/mrpt
Fast and lightweight header-only C++ library (with Python bindings) for approximate nearest neighbor search
dbaranchuk/ivf-hnsw
Code for ECCV2018 paper: Revisiting the Inverted Indices for Billion-Scale Approximate Nearest Neighbors
arborx/ArborX
Performance-portable geometric search library
begeekmyfriend/kdtree
Absolute balanced kdtree for fast kNN search.
guenthermi/postgres-word2vec
utils to use word embedding models like word2vec vectors in a PostgreSQL database
habedi/spart
A collection of space partitioning trees for Rust 🦀 with Python bindings 🐍
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 accuracy.
bgokden/veri
Scalable Feature Store
Rookfighter/knn-cpp
A header-only C++ library for k nearest neighbor search with Eigen3.
kornelski/vpsearch
C library for finding nearest (most similar) element in a set
otoolej/mutual_info_kNN
Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]
G3tupup/KdTree
a super lightweight head-only 3d kdtree library based on nanoflann
traj-explorer/stindex
A Spatial-temporal Index.
jiacai2050/vsag-sqlite
An vector search SQLite extension baked by VSAG.
AlbertSuarez/nmslib-viz
📊 NMSLIB visualization tool
anuragkumarak95/wordnet
Create a Simple network of words related to each other using Twitter Streaming API.
dkarageo/Distributed_KNN
An MPI based implementation of K-NN search algorithm, aimed for use on CPU clusters.
gtzinos/Image-Search-Engine
Image search engine using Angular and Python.
zsz00/Faiss.jl
Julia wrapper around the Faiss library for similarity search with PythonCall.jl
cartersusi/go-knn
k-NN Search Go pkg
nobi1007/Characterize
Converts the given image(.jpg, .jpeg, .png) in its similar text image.
rzninvo/Information-Retrieval-Course-Project
Course Project of Information Retrieval.
yourappsgeek/Recommer-System
A recommender system to recommend movies, books or shopping items list based on search.
ibodumas/my_KNN_PCA_MNIST
Problems Identification: This project involves the implementation of efficient and effective KNN classifiers on MNIST data set. The MNIST data comprises of digital images of several digits ranging from 0 to 9. Each image is 28 x 28 pixels. Thus, the data set has 10 levels of classes.
ocramz/rp-tree
Random projection trees
sebneu/number_labelling
Multi-level Semantic Labelling of Numerical Values