CoverTree
Metric neighbor finder
A data structure library for finding nearest neighbors in a general metric space
Python implementation of cover trees, near-drop-in replacement for scipy.spatial.kdtree
31 stars
4 watching
9 forks
Language: Python
last commit: almost 13 years ago
Linked from 2 awesome lists
josephmisiti/awesome-machine-learning
jobbole/awesome-machine-learning-cnRelated projects:
| Repository | Description | Stars |
|---|---|---|
 martibosch/detectree | A Pythonic library for semantic tree segmentation from aerial imagery | 243 |
 mrhooray/kdtree-rs | An efficient data structure library for fast geospatial indexing and nearest neighbor searches | 236 |
 oturns/geosnap | A Python-based tool for analyzing and visualizing geospatial neighborhood data to support social science research, urban planning, and policy analysis. | 250 |
 spotify/annoy | A data structure and search algorithm for finding closest points in high-dimensional space | 13,321 |
 bast/flanders | Fast 2D nearest neighbor search with an angle | 7 |
 toblerity/rtree | An optimized spatial indexing solution for Python applications. | 635 |
 lartpang/pysodmetrics | A library providing an implementation of various metrics for object segmentation and saliency detection in computer vision. | 150 |
 dataverselabs/pyinterpolate | A Python package for performing spatial interpolation and analysis using various techniques | 157 |
 kristofferc/nearestneighbors.jl | A Julia package for efficient nearest neighbor searches in high-dimensional spaces | 426 |
| martibosch/pylandstats | A Python library for analyzing landscape metrics and evolution | 83 |
 jblindsay/kdtree | An efficient spatial data structure for fast point query operations | 43 |
 lyst/rpforest | An efficient algorithm for finding approximate nearest neighbors in high-dimensional spaces | 225 |
 michaeldorman/nngeo | An R library providing spatial data join capabilities using the k-nearest neighbor algorithm | 79 |
 theta-limited/openathena-legacy-python | A tool for processing drone images to extract precise geodetic locations | 86 |
 jtsiomb/kdtree | A C library implementation of a data structure for fast searching and nearest neighbor queries in k-dimensional space | 396 |