/RJMCMC

Reversible Jump MCMC Code for UiT MLG Summer Internship 2020 and Master's Thesis Project 2020-2021

Primary LanguageJupyter Notebook

RJMCMC

Reversible Jump MCMC Code for UiT MLG Summer Internship 2020

Note: For my most recent work with RJMCMC on Bayesian Neural Networks, see my thesis repos at https://github.com/jberezow/BostonHousing and https://github.com/jberezow/OptDigits

Current objective:

-Complete Gen tutorials as introduction to Julia / Gen PPL

-Implement example RJMCMC exercises

Future objectives:

-Implement simple BNN in Gen

-Use RJs to learn # of output classes (softmax) for a BNN classifier

-Use RJs to learn optimal latent space partition for a generative network (GAN)