glow-realnvp-tutorial

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#+options: ':nil *:t -:t ::t <:t H:3 \n:nil ^:t arch:headline author:t #+options: broken-links:nil c:nil creator:nil d:(not "LOGBOOK") date:t e:t #+options: email:nil f:t inline:t num:t p:nil pri:nil prop:nil stat:t tags:t #+options: tasks:t tex:t timestamp:t title:t toc:t todo:t |:t #+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