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+title: Tensorflow Probability x Flow-base Model

+date: <2019-09-16 月>

+author: meguru

+email: meguru@meguru-pc

+language: en

+select_tags: export

+exclude_tags: noexport

+creator: Emacs 26.3 (Org mode 9.2.4)

• Environment
  • Tensorflow 2.0.0 rc0
  • Tensorflow Probability 0.8.0 rc0

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

• RoadMap ja: japanese
  en: english

1. Flow base model tutorial

   [[./tips/flow-tutorial.ipynb][flow-base model tutorial]] (ja)

2. normalizing flow tutorial

   [[./tips/normalizing-flow-tutorial01.ipynb][normalizing flow tutorial]] (ja) TODO: fix

3. RealNVP tutorial (for vector)

   [[./tips/RealNVP_tutorial.ipynb][RealNVP Tutorial]] (ja)

   [[./tips/RealNVP_tutorial_en.ipynb][RealNVP Tutorial]] (en)

4. RealNVP tutorial (for image, MNIST)

   [[./tips/RealNVP_mnist.ipynb][RealNVP MNIST Tutorial]] (ja)

   [[./tips/RealNVP_mnist_en.ipynb][RealNVP MNIST Tutorial]] (en)

5. Glow tutorial (for image, MNIST)

   [[./tips/glow_mnist.ipynb][Glow MNIST Tutorial]] (ja)

   [[./tips/glow_mnist_en.ipynb][Glow MNIST Tutorial]] (en)

• Realworld? ref ./realworld