/mdn-tensorflow-notebook-example

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

MDN on TensorFlow v2 Example Notebook

This repository contains a Jupyter notebook with an example of a Mixture Density Network (MDN) using Tensorflow. It accompanies our blog-post about MDNs.

Changelog

  • refactored model creation using new tf.keras api
  • added missing optimizers
  • added missing functions from new TensorFlow probability lib
  • refactored loss functions using new eager-style functions
  • removed sessions, refactored model training for TensorFlow v2.0 style