annoy
Point finder
A data structure and search algorithm for finding closest points in high-dimensional space
Approximate Nearest Neighbors in C++/Python optimized for memory usage and loading/saving to disk
13k stars
317 watching
1k forks
Language: C++
last commit: 4 months ago
Linked from 6 awesome lists
approximate-nearest-neighbor-searchc-plus-plusgolanglocality-sensitive-hashingluanearest-neighbor-searchpython
vinta/awesome-python
josephmisiti/awesome-machine-learning
jobbole/awesome-python-cn
ethicalml/awesome-production-machine-learning
oxnr/awesome-bigdata
openmvg/awesome_3dreconstruction_listRelated projects:
| Repository | Description | Stars |
|---|---|---|
 yahoojapan/ngt | A library for efficient searching of high-dimensional data points using graph and tree-based methods | 1,258 |
 patvarilly/covertree | A data structure library for finding nearest neighbors in a general metric space | 31 |
 bast/flanders | Fast 2D nearest neighbor search with an angle | 7 |
 ajl2718/whereabouts | A lightweight Python library for geocoding addresses using DuckDB | 20 |
 collective/collective.searchandreplace | A tool to find and replace text in Plone content objects | 6 |
 whenever5225/graphanns | An implementation of graph-based approximate nearest neighbor search algorithms | 31 |
 markbaggett/werejugo | Identifies physical locations where a laptop has been based on wireless profiles and recorded data | 90 |
 lyst/rpforest | An efficient algorithm for finding approximate nearest neighbors in high-dimensional spaces | 223 |
 wojciechmula/pyahocorasick | A fast and memory-efficient library for exact or approximate string search | 951 |
 mac4n6/mac-locations-scraper | Tools for extracting and processing location data from iOS and macOS devices | 77 |
 nheiniger/snaffpoint | A tool for finding sensitive files in SharePoint and OneDrive | 239 |
 antonbergaker/small_pp_localization_tool | A tool for preparing localized data for GameMaker projects | 10 |
 rafaelrinaldi/whereami | A command-line tool to retrieve geolocation information from an external API | 166 |
 sjl/friendly-find | A file finder utility with configurable search options and filtering capabilities. | 214 |
 brycefrank/pyfor | A Python package for processing aerial point clouds in the context of forest inventory and analysis. | 92 |