dirichlet-process topic
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dirichlet-process repositories
probabilistic-models
240
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78
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Collection of probabilistic models and inference algorithms
DPMMSubClusters.jl
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11
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Distributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
dirichletprocess
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Build dirichletprocess objects for data analysis
survival_cluster_analysis
15
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ACM CHIL 2020: "Survival Cluster Analysis"
ThunderBayesR
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An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
Dirichlet_processes
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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
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This code belongs to ACL conference paper entitled as "An Online Semantic-enhanced Dirichlet Model for Short Text Stream Clustering"