bayesian-nonparametrics
There are 20 repositories under bayesian-nonparametrics topic.
Networks-Learning/hdhp.py
Code for "Hierarchical Dirichlet-Hawkes process: generative model and inference algorithm", WWW 2017
paidamoyo/survival_cluster_analysis
ACM CHIL 2020: "Survival Cluster Analysis"
jirotubuyaki/ThunderBayesR
An R Package for Bayesian Nonparametric Clustering. We plan to implement several models.
scakc/NPBCL
Bayesian Structure Adaptation for Continual Learning. A non-parametric Bayesian approach on continual learning that learns the sparse deep substructure for each task by selecting weights to be used by the deep neural network.
ethanhezhao/DirBN
The code for DirBN in NeurIPS 2018
Keefe-Murphy/IMIFA
Infinite Mixtures of Infinite Factor Analysers
jirotubuyaki/ThunderBayes.jl
A Julia Package for Bayesian Nonparametric Analysis for Machine Learning
salleuska/IRT_nimble_code
Supplementary code to the paper "Computational methods for Bayesian semiparametric Item Response Theory models"
teobucci/bayesian-statistics-project
Project for the Bayesian Statistics course of the MSc in Mathematical Engineering @ Polimi (A.Y. 2022-2023).
AndrewRLawrence/dp_gp_lvm
This repository captures code developed during my PhD at the University of Bath and includes the implementation of the DP-GP-LVM model.
jirotubuyaki/predictionio-template-crp-clustering
Apache PredictionIO Template: Bayesian Nonparametric Chinese Restaurant Process Clustering
laura-dangelo/fCAM_calcium_imaging
Supporting Information for "Bayesian nonparametric analysis for the detection of spikes in noisy calcium imaging data"
lipovec-t/vi-gaussian-dpm
Coordinate Ascent Variational Inference for Dirichlet Process Mixtures of Gaussians
dbernaciak/bayes-np
Bayesian Nonparametrics
igutierrezm/DPMNeal3.jl
A Julia interface for Dirichlet process mixture (DPM) models using Neal's algorithm 3.
jasa-acs/Bayesian-Semiparametric-Mixed-Effects-Markov-Models-with-Application-to-Vocalization-Syntax
Reproducibility materials for "Bayesian Semiparametric Mixed Effects Markov Models with Application to Vocalization Syntax" by Abhra Sarkar, Jonathan Chabout, Joshua Jones Macopson, Erich D. Jarvis & David B. Dunson
Niccolo-Ajroldi/Functional-BNP-clustering
Bayesian nonparametric clustering of functional data.
apeterson91/rstapDP
Functional Spatial Temporal Aggregated Dirichlet Process Predictors
kasia-kobalczyk/invconban
Repository for my research project on Inverse Contextual Bandits