Common Failure Modes of Subcluster-based Sampling in Dirichlet Process Gaussian Mixture Models - and a Deep-learning Solution
This repository contains the code to train the SplitNet models and run in within the DPMMSubCluster.jl package.
- An example notebook with some results (
Examples.ipynb) is available. - To install the run the DPMMSubCluster.jl package, refer to it's documentation.
- To train your own SplitNet models, read the
Readmefile in the splitnet directory. - To run Sub-* methods with your own trained models, please update path to the trained models in the config file at
DPMMSubClusters.jl/configs/basic.yaml