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.

Language: C++ - Size: 94.6 MB - Last synced at: about 22 hours ago - Pushed at: 7 months ago - Stars: 3,474 - Forks: 459

currentslab/awesome-vector-search

Collections of vector search related libraries, service and research papers

Size: 87.9 KB - Last synced at: 1 day ago - Pushed at: 9 months ago - Stars: 1,484 - Forks: 101

yahoojapan/NGT

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

Language: C++ - Size: 4.94 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 1,301 - Forks: 120

src-d/kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

Language: Jupyter Notebook - Size: 701 KB - Last synced at: 4 days ago - Pushed at: over 2 years ago - Stars: 829 - Forks: 146

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 🗄️

Language: C++ - Size: 6.56 MB - Last synced at: 12 days ago - Pushed at: over 1 year ago - Stars: 587 - Forks: 34

KristofferC/NearestNeighbors.jl

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

Language: Julia - Size: 1.23 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 434 - Forks: 66

Aquila-Network/aquila

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

Language: HTML - Size: 1.5 MB - Last synced at: 8 months ago - Pushed at: 12 months ago - Stars: 376 - Forks: 25

jelmerk/hnswlib

Java library for approximate nearest neighbors search using Hierarchical Navigable Small World graphs

Language: Java - Size: 1.23 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 266 - Forks: 56

vioshyvo/mrpt

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

Language: C++ - Size: 7.33 MB - Last synced at: 7 months ago - Pushed at: about 5 years ago - Stars: 257 - Forks: 47

dbaranchuk/ivf-hnsw

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

Language: C++ - Size: 12.1 MB - Last synced at: 15 days ago - Pushed at: almost 5 years ago - Stars: 207 - Forks: 26

arborx/ArborX

Performance-portable geometric search library

Language: C++ - Size: 4.85 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 198 - Forks: 41

begeekmyfriend/kdtree

Absolute balanced kdtree for fast kNN search.

Language: C - Size: 28.3 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 170 - Forks: 35

guenthermi/postgres-word2vec

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

Language: C - Size: 917 KB - Last synced at: 9 days ago - Pushed at: over 3 years ago - Stars: 143 - Forks: 19

vektonn/vektonn

Language: C# - Size: 5.5 MB - Last synced at: 1 day ago - Pushed at: over 2 years ago - Stars: 128 - Forks: 5

bgokden/veri

Scalable Feature Store

Language: Go - Size: 1.01 MB - Last synced at: 21 days ago - Pushed at: almost 2 years ago - Stars: 54 - Forks: 5

Rookfighter/knn-cpp

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

Language: C++ - Size: 10.1 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 42 - Forks: 4

kornelski/vpsearch

C library for finding nearest (most similar) element in a set

Language: Rust - Size: 51.8 KB - Last synced at: 5 days ago - Pushed at: over 3 years ago - Stars: 32 - Forks: 6

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.

Language: Jupyter Notebook - Size: 14.2 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 30 - Forks: 0

habedi/spart

A collection of space partitioning trees for Rust 🦀

Language: Rust - Size: 51.8 KB - Last synced at: 21 days ago - Pushed at: about 1 month ago - Stars: 13 - Forks: 1

otoolej/mutual_info_kNN

Mutual Information measures using kNN for both continuous and categorical (discrete) variables [Matlab code]

Language: MATLAB - Size: 128 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 9 - Forks: 4

jiacai2050/vsag-sqlite

An vector search SQLite extension baked by VSAG.

Language: Rust - Size: 19.5 KB - Last synced at: 8 days ago - Pushed at: 4 months ago - Stars: 7 - Forks: 0

G3tupup/KdTree

a super lightweight head-only 3d kdtree library based on nanoflann

Language: C++ - Size: 168 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 7

AlbertSuarez/nmslib-viz

📊 NMSLIB visualization tool

Language: Python - Size: 1.59 MB - Last synced at: 3 days ago - Pushed at: 10 months ago - Stars: 5 - Forks: 0

gtzinos/Image-Search-Engine

Image search engine using Angular and Python.

Language: TypeScript - Size: 50.8 KB - Last synced at: 4 months ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 0

cartersusi/go-knn

k-NN Search Go pkg

Language: Go - Size: 324 KB - Last synced at: about 8 hours ago - Pushed at: 7 months ago - Stars: 4 - Forks: 1

anuragkumarak95/wordnet

Create a Simple network of words related to each other using Twitter Streaming API.

Language: Python - Size: 39 MB - Last synced at: 11 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 0

zsz00/Faiss.jl

Julia wrapper around the Faiss library for similarity search with PythonCall.jl

Language: Julia - Size: 1.3 MB - Last synced at: 1 day ago - Pushed at: almost 3 years ago - Stars: 4 - Forks: 3

dkarageo/Distributed_KNN

An MPI based implementation of K-NN search algorithm, aimed for use on CPU clusters.

Language: C - Size: 23.9 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 4 - Forks: 3

rzninvo/IR_Phase3

Third and final phase of the Information Retrieval Project.

Language: Python - Size: 19.5 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 0

ocramz/rp-tree 📦

Random projection trees

Language: Haskell - Size: 10.1 MB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 2

nobi1007/Characterize

Converts the given image(.jpg, .jpeg, .png) in its similar text image.

Language: HTML - Size: 889 KB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 2

DiegoAndai/Deep-learning-framework-research

Information about Neural Network's tools

Language: Python - Size: 111 MB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0

sebneu/number_labelling

Multi-level Semantic Labelling of Numerical Values

Language: Python - Size: 340 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 3 - Forks: 3

IIIA-ML/alk

Anytime Lazy kNN: A fast anytime kNN search algorithm that assesses only true kNN candidates in a lazy fashion.

Language: Python - Size: 246 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 2 - Forks: 0

navreeetkaur/kdtree Fork of srora/kdtree

KD tree implementation with kNN and sequential scan search

Language: C++ - Size: 739 KB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

paulnorthrop/donut

Nearest Neighbour Search with Variables on a Torus

Language: R - Size: 1.12 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

crodriguez1a/knn-search-chat

A super simple Q&A chat-bot applying vector search

Language: Jupyter Notebook - Size: 307 KB - Last synced at: 7 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

naimaryan1/KD_TREE

Simple self-balancing Kd-Tree and KNN search library in pure C. Most tree operations are non-recursive, and therefore suited for embedded systems.

Language: C - Size: 44.9 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

vioshyvo/RP-test

Simple tests for MRPT algorithm

Language: C++ - Size: 13.3 MB - Last synced at: almost 2 years ago - Pushed at: almost 6 years ago - Stars: 1 - Forks: 2

prasannakdev0/Amazon_Fashion_Recommendations_System

Language: Jupyter Notebook - Size: 13.8 MB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

rahul2992/hack_detection

Detecting brute force hacking attempts on AT&T servers

Language: Python - Size: 7.81 KB - Last synced at: 9 months ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

younes7programing/perl_classification_of_document

le but de ce programme est de prendre 5 documents text (contenat 5 domaine differents ) est les classifier selon leur domaine pour une solusion on propopse de creer 5 dic contenant des termes specifique a chaque domaines et calculer la distance entre chaque dic (vect de mots) et fichier text(vecteur de mots) et enfin prendre la valeur maximal le but de ce programme est de prendre 5 documents text (contenat 5 domaine differents ) est les classifier selon leur domaine pour une solusion on propopse de creer 5 dic contenant des termes specifique a chaque domaines et calculer la distance entre chaque dic (vect de mots) et fichier text(vecteur de mots) et enfin prendre la valeur maximal le dossier dico :contient les dictionnaires poue executer le programme ; 1-extract classification.rar,document.rar,document 2-change the path of your folder in this line my $RepBase = 'D:\WorkSpace\eclips\Perl_KNN/document'; my $RepResult = 'D:\WorkSpace\eclips\Perl_KNN/classification'; my $RepDico = 'D:\WorkSpace\eclips\Perl_KNN\dico'; to my $RepBase = 'D:\WorkSpace\eclips\Name_of your folder/document'; my $RepResult = 'D:\WorkSpace\eclips\Name_of your folder/classification'; my $RepDico = 'D:\WorkSpace\eclips\Name_of your folder\dico'; Enjoy!

Language: Perl - Size: 1.54 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 1 - Forks: 1

jiriklepl/bits-knn-jpdc2024

Replication package for the paper Towards Optimal GPU-accelerated K-Nearest Neighbors Search

Language: Cuda - Size: 104 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ksmin23/vector-based-semantic-text-search

This project shows how to search texts using KNN-algoritm. The embeded texts are indexed into OpenSearch, and a query is converted into a vector as an input of KNN

Language: Jupyter Notebook - Size: 21.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

ehc0825/elastiknnQueryBuild

elastiknnQueryBuilder

Language: Java - Size: 93.8 KB - Last synced at: 9 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

JianFengH/knn-implementation

KNN search implemented by KD-tree and Ball-tree

Language: Terra - Size: 20.3 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 0 - Forks: 0

bonevbs/cukNN

Cuda implementation of k-nearest neighbor search

Language: C++ - Size: 8.79 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

Christopher-06/amableDB

amableDB - Get Fast Similar Float-Vectors

Language: C++ - Size: 402 KB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

julietnasar/BallTree

class for BallTree data structure

Language: Python - Size: 31.3 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

viceroypenguin/RBush.KNN 📦

k-Nearest Neighbor Utility

Language: C# - Size: 11.7 KB - Last synced at: 3 days ago - Pushed at: almost 6 years ago - Stars: 0 - Forks: 0

vincent9514/destiny2-recommender-system Fork of rishabh-joshi/destiny2-recommender-system

💻Intelligent Recommender System Development for Online FPS Game: Destiny II

Language: Jupyter Notebook - Size: 67.3 MB - Last synced at: about 2 years ago - Pushed at: almost 7 years ago - Stars: 0 - Forks: 1

jimexist/pg_image_search

pg based k-nn image search

Language: Python - Size: 3.91 KB - Last synced at: 27 days ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0