20 skills found
overshiki / Kmeans Pytorchpytorch implementation of basic kmeans algorithm(lloyd method with forgy initialization) with gpu support
internaut / Py LbgPython Implementation for Linde-Buzo-Gray / Generalized Lloyd Algorithm for vector quantization.
MaharshSuryawala / Image CompressionModified the conventional JPEG compression algorithm with Lloyd-Max Quantizer. Implemented in MATLAB and tested on Xilinx Artix-7 FPGA.
sapphous / BowyerWatsonImplementation of the Bowyer-Watson algorithm (with modified Lloyd relaxation) for finding Delaunay triangulations of point sets on the unit sphere.
vipul105 / Distributed K MeansThis is a python implementation of "Distributed k-Means and k-Median Clustering on General Topologies" by Maria Florina Balcan et al. (http://www.cs.cmu.edu/~ninamf/papers/distr_clust.pdf) || • The concept of coreset was used for efficient k-means clustering of data in distributed settings. • With reduction in communication cost, the k-means cost obtained (using coresets) was as low as the one obtained by running Lloyd’s algorithm on the global dataset. ||
SAJI-01 / Weighted Voronoi Stippling UnityWeighted Voronoi Stippling is an iterative process built on Lloyd's algorithm. Two steps are repeated over and over until the stipple locations converge: Render a Voronoi diagram from a set of seed points. Adjust the seeds so that each one lies at the weighted centroid of its cell. ____Reference: https://www.youtube.com/watch?v=Bxdt6T_1qgc
Sad-Abd / PyPolyMesherPolygonal mesh generator
Narusaki / CVT2DA Lloyd algorithm implementation constructing Centroidal Voronoi Diagram in 2D
mfkasim1 / Stippling LloydsStippling an image using the weighted Lloyd's algorithm
ctu-mrs / RblRule-Based Lloyd algorithm. Distributed algorithm for multi-uav communication-free coordination in complex environment
wp-xyz / ImagePosterGraphical effects on images
samirasamadi / SociallyFairKMeansCode of Fair Lloyd algorithm introduced in "Socially Fair 𝑘-Means Clustering" paper
buhman / PvrtoolDreamcast image format and VQ conversion tool, originally authored by Sega of Europe and Imagination Technologies
faical-allou / Clustering OdK-means Clustering Algorithm in pure Python 3.5 (solved with Lloyds algorithm)
gnotomista / 3d Coverage ControlLloyd's algorithm for multi-agent coverage control in 3D
JosephChataignon / Max Lloyd AlgorithmA simple Python implementation of Max-Lloyd algorithm (or Linde-Buzo-Gray for higher dimensions) to design an optimal quantizer
stdlib-js / Ml Incr KmeansIncrementally partition data into `k` clusters.
DemetrisKonst / ANN ClusteringLSH and Hypercube algorithms for Approximate Nearest Neighbor. Centroid based clustering using Lloyd's and reverse assignment algorithms.
AmeanAsad / Multi Agent ControlA multi agent dynamics application of lloyd's deployment algorithm bases on centroidal veronoi tesselations
AmishaSomaiya / Machine LearningMachine Learning Code Implementations in Python
