lmcinnes/pynndescent

A Python nearest neighbor descent for approximate nearest neighbors

Language: Python - Size: 9.58 MB - Last synced at: 12 days ago - Pushed at: 5 months ago - Stars: 919 - Forks: 107

bdy9527/SDCN

Structural Deep Clustering Network

Language: Python - Size: 88.3 MB - Last synced at: 15 days ago - Pushed at: almost 2 years ago - Stars: 274 - Forks: 72

gchq/annchor

Fast k-NN graph construction for slow metrics

Language: Python - Size: 20.5 MB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 61 - Forks: 8

dillondaudert/NearestNeighborDescent.jl

Efficient approximate k-nearest neighbors graph construction and search in Julia

Language: Julia - Size: 395 KB - Last synced at: 13 days ago - Pushed at: almost 2 years ago - Stars: 46 - Forks: 7

tdebatty/spark-knn-graphs

Spark algorithms for building k-nn graphs

Language: HTML - Size: 97.8 MB - Last synced at: 11 days ago - Pushed at: over 6 years ago - Stars: 42 - Forks: 15

brj0/nndescent

C++/Python implementation of Nearest Neighbor Descent for efficient approximate nearest neighbor search

Language: C++ - Size: 5.85 MB - Last synced at: about 1 month ago - Pushed at: 9 months ago - Stars: 22 - Forks: 3

scikit-learn-contrib/sklearn-ann

Integration with (approximate) nearest neighbors libraries for scikit-learn + clustering based on with kNN-graphs.

Language: Python - Size: 228 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 16 - Forks: 7

BrunoMeyer/gpu-rsfk

A GPU (CUDA) implementation, with a python interface, of the approximated KNN graph computation with Random Sample Forest algorithm KNN.

Language: Cuda - Size: 43.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 0

STAC-USC/PyNNK_graph_construction

Graph construction using Non Negative Kernel regression

Language: Python - Size: 1.32 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 6 - Forks: 3

fmaglia/LSH_kNN_graph

Creation of an approximate kNN graph for diffusion application

Language: C++ - Size: 36.1 KB - Last synced at: 6 months ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 1

STAC-USC/NNK_graph_construction

Graph construction from data using Non Negative Kernel Regression

Language: MATLAB - Size: 165 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 3 - Forks: 0

rhfeiyang/SPPOT

Official implementation of 'SP$^2$OT: Semantic-Regularized Progressive Partial Optimal Transport for Imbalanced Clustering'.

Language: Python - Size: 52.7 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

yousef-seyfari/KNN-Graph

Generating KNN Graph and mutual KNN graph for a given data

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 0

eric0324/Disaster

🏫 [CS416] Special project

Language: HTML - Size: 2.68 MB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

manjunath-satyamurthy/knn

A simple implementation of kNN / k nearest neighbour classification algorithm for demonstration purposes only.

Language: Python - Size: 1000 Bytes - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0

atse0612/R-Bootcamp

Language: HTML - Size: 3.62 MB - Last synced at: 12 months ago - Pushed at: over 8 years ago - Stars: 0 - Forks: 4