dirichlet-process topic
probabilistic-models
Collection of probabilistic models and inference algorithms
DPMMSubClusters.jl
Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
dirichletprocess
Build dirichletprocess objects for data analysis
survival_cluster_analysis
ACM CHIL 2020: "Survival Cluster Analysis"
ThunderBayesR
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
Dirichlet_processes
Brief introduction and implementations of related concepts to Dirichlet Processes: GEM distribution, Polya Urn, Chinese restaurant process, Stick-Breaking construction, and Posterior of a DP.
OSDM
This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"