Notebooks
- Updated
Apr 16, 2020 - Jupyter Notebook
#
nonparametric-bayes
Here are 6 public repositories matching this topic...
Codes for estimates of intensity functions parameters of multivariate counting processes and density estimation for latent variable.
bayesian-inference hamiltonian-monte-carlo dirichlet-process-mixtures heterogeneous-systems reliability-analysis nonparametric-bayes
- Updated
Sep 8, 2024 - C++
Exploring Nonparametric Bayesian Model in NLP
- Updated
Dec 7, 2022
Robust probabilistic inference via a constrained transport metric
- Updated
Sep 3, 2023 - R
Code for UAI 2025 paper: Nonparametric Bayesian Multi-Facet Clustering for Longitudinal Data
bayesian-statistics clustering-methods time-series-clustering vector-autoregression nonparametric-bayes multi-facet-clustering nonlinear-growth-model
- Updated
Aug 5, 2025 - Python
Flexible Bayesian clustering framework with MCMC inference. Supports multiple nonparametric priors (DP, NGGP), distance-based models, and state-of-the-art samplers including Split-Merge algorithms. Built in C++ for efficient computations.
cpp clustering eigen mcmc bayesian-statistics gibbs-sampling statistical-computing nonparametric-bayes split-merge distance-based-clustering
- Updated
Nov 28, 2025 - C++
Improve this page
Add a description, image, and links to the nonparametric-bayes topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the nonparametric-bayes topic, visit your repo's landing page and select "manage topics."