This folder contains notebooks that details the procedure to setup datasets and learn DMMs. It is a good starting place for working with the model. The running example here is a randomly generated toy dataset.
- Setup : Setup for datasets and learning DMMs
- Reloading Models : Reloading models from saved checkpoints
- Visualizing the Learned Model : Visualizing training and validation results as well as samples from the model
- Polyphonic Music : Listening to samples from a DMM trained on the polyphonic music dataset
The above is a reasonable starting place to get started on training and inspecting the model with your own data.