Tensorflow Probability x Flow-base Model

1 Environment

• Tensorflow 2.0.0 rc0
• Tensorflow Probability 0.8.0 rc0

Please use pip install -r requirements.txt in your virtualenv environment.

2 RoadMap

ja: japanese en: english

1. Flow base model tutorial

   flow-base model tutorial (ja)

2. normalizing flow tutorial

   normalizing flow tutorial (ja) TODO: fix

3. RealNVP tutorial (for vector)

   RealNVP Tutorial (ja)

   RealNVP Tutorial (en)

4. RealNVP tutorial (for image, MNIST)

   RealNVP MNIST Tutorial (ja)

   RealNVP MNIST Tutorial (en)

1. Glow tutorial (for image, MNIST)

   Glow MNIST Tutorial (ja)

   Glow MNIST Tutorial (en)

3 Realworld?

ref ./realworld