normalizing-flows

• Normalizing flow tutorial

  1. Principles of normalizing flow
  2. Glow

• Dependencies

  • Python 3.6+
  • TensorFlow==1.14
  • TensorFlow Probability==0.7
  • Codes are heavily inspired by github.com/ericjang, github.com/acids-ircam

Reference

1. Variational Inference with Normalizing Flows (Google DeepMind, ICML 2015)
2. Glow: Generative Flow with Invertible 1x1 Convolutions (Kingma, OpenAI, 2018)