bregman-divergence

There are 0 repository under bregman-divergence topic.

• derrickburns / generalized-kmeans-clustering

  Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.

  bregman-divergenceclusteringcosine-similarityembeddingsentropyeuclidean-distanceitakura-saito-divergencek-meanskullback-leibler-divergencesimilarity-searchsparkspark-mllib
  Language:HTML 297

• dnbaker / minicore

  Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

  coresetapproximation-algorithmsclusteringbregman-divergencekmeansplusplusmbkmeanslocalsearchplusplusimportance-sampling
  Language:C++ 32

• MLO-lab / Uncertainty_Estimates_via_BVD

  The official source code to: Uncertainty Estimates of Predictions via a General Bias-Variance Decomposition (AISTATS'23)

  bias-variancebregman-divergencebregman-informationpytorchuncertainty-estimation
  Language:Jupyter Notebook 9

• juselara1 / bregclus

  Python implementation of Bregman Hard Clustering and Bregman Soft Clustering as a scikit-learn module.

  clusteringbregman-divergencescikit-learnunsupervised-learningnumpy
  Language:Python 4

• pehlivanian / PartitionSolvers

  SWIG bindings for best subset, best partition solvers, multiple flavors, multiple objectives

  optimizationcombinatorial-optimizationconvex-optimizationbregman-divergencef-divergence
  Language:Python 0

• ShotaTakahashi / ApproximateBPG

  Approximate Bregman proximal gradient algorithm

  bregman-divergencefirst-order-methodsproximal-gradient-method
  Language:Python 0

• Vishu26 / Non-Convex-Optimization-on-Sphere

  Mirror Descent on Sphere Geometry

  bregman-divergencehaversine-distancemirror-descent
  Language:Python