Data Clustering Projects

  • Unsupervised learning of finite mixture models code
  • Affinity propagation
  • On Spectral Clustering: Analysis and an algorithm code code2 code3
  • Nonnegative matrix factorization (NMF) code2 code3
  • Computing nonnegative tensor factorizations
  • Fast kmeans via triangle inequality
  • FastANN and FastCluster for approximate kmeans
  • kdtree-based NN/kNN search fast kNN search code2
  • RANSAC toolbox for robust fitting
  • Clustering Through Ranking On Manifolds code
  • Correlation clustering optimization