Collection of algorithms in multiple programming languages.
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Updated
Sep 30, 2023 - C++
Collection of algorithms in multiple programming languages.
Clustered Forward/Deferred renderer with Physically Based Shading, Image Based Lighting and a whole lot of OpenGL.
Multi-level network clustering based on the Map Equation
Fast and Efficient Implementation of HDBSCAN in C++ using STL
Genie: Fast and Robust Hierarchical Clustering with Noise Point Detection - in Python and R
Sequential and Parallel(using Open MP and Pthreads) Implementations(c++) of the K Means Clustering Algorithm and visualizing the results for a comparative study of the Speedup and Efficiency achieved in 3 different implementations
spatially-constrained clustering in R
gmm_diag and gmm_full: C++ classes for multi-threaded Gaussian mixture models and Expectation-Maximisation
C++ Implementation of the OPTICS algorithm compatible with the Point Cloud Library.
Implementation of the K-Means++ Algorithm for better centroid initializations than the standard version of K-Means Algorithm
Autonomous Dynamic Learning Apprentice System
Laser Line Segment Clustering Algorithm Based on Graph.
Discrete Optimization Algorithms
C++ implementation of a MCMC sampler for the (canonical) SBM
k-means clustering is a method of vector quantization, originally from signal processing, that is popular for cluster analysis in data mining. k-means clustering aims to partition n observations into k clusters in which each observation belongs to the cluster with the nearest mean, serving as a prototype of the cluster.
RG (Randomized Greedy clustering), CGGC_RG (Core Groups Graph ensemble Clustering) or CGGCi_RG (Core Groups Graph ensemble Clustering Iterative) algorithms
Agglomerative hierarchical clustering for sparse similarity matrices.
Distributed Graph Clustering using the experimental Thrill framework
Implementation of EM using K-Means(Gaussian Mixture Model)
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