This code is a demo for manuscript "Infinite Switching Dynamic Probabilistic Network with Bayesian Nonparametric Learning", submitted to TSP 2021.
generation-ISPGDS: the demo for generation of unsupervised ISPGDS. Please run 'main_all_new' directly.
Inference-ISPGDS: the demo for supervised ISPGDS.
data: overview: We provide NIPS and ICEWs as the demo data for our code.
NOTE: We only run our code on Win10 and not try other systems; in order to use winPGBN_sampler, you may firstly need to install visual studio.