105 skills found · Page 1 of 4
tdhopper / Notes On Dirichlet Processes:game_die: Notes explaining Dirichlet Processes, HDPs, and Latent Dirichlet Allocation
echen / Dirichlet ProcessIntroduction to Nonparametric Bayes, Infinite Mixture Models, and the Dirichlet Process (+ McDonald's)
wiseodd / Probabilistic ModelsCollection of probabilistic models and inference algorithms
blei-lab / HdpHierarchical Dirichlet processes. Topic models where the data determine the number of topics. This implements Gibbs sampling.
blei-lab / Online HdpOnline inference for the Hierarchical Dirichlet Process. Fits hierarchical Dirichlet process topic models to massive data. The algorithm determines the number of topics.
dsteinberg / LibclusterAn extensible C++ library of Hierarchical Bayesian clustering algorithms, such as Bayesian Gaussian mixture models, variational Dirichlet processes, Gaussian latent Dirichlet allocation and more.
soochan-lee / CN DPMOfficial code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."
nicolaroberts / HdpR pkg for Hierarchical Dirichlet Process
kzhai / PyNPBNon-parametric Bayesian in Python, including Indian buffet process (IBP), hierarchical Dirichlet process (HDP).
jacobeisenstein / DPMMDirichlet process mixture model code in Matlab. Sampling and variational.
gtonkinhill / FastbapsA fast approximation to a Dirichlet Process Mixture model (DPM) for clustering genetic data
dm13450 / DirichletprocessBuild dirichletprocess objects for data analysis
yunjhongwu / Sticky HDPHMM DemoSticky hierarchical Dirichlet process hidden Markov model for time series denoising
vsmolyakov / DP MeansDirichlet Process K-means
arnim / HDPGibbs sampler 4 the Hierarchical Dirichlet Process
abietti / DpmmVariational inference for Dirichlet process mixture models with multinomial mixture components.
Human-Centric-Machine-Learning / Hdhp.pyCode for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017
zhd96 / Ds Hdp HmmDisentangled Sticky Hierarchical Dirichlet Process Hidden Markov Model
BGU-CS-VIL / DPMMSubClusters.jlDistributed MCMC Inference in Dirichlet Process Mixture Models (High Performance Machine Learning Workshop 2019)
Wedge-lab / DpclustDirichlet Process based methods for subclonal reconstruction of tumours
