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Library for Normalizing Flow in TensorFlow 2.0.

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AlexanderMath/itf

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InvTF

Open-source version of internal library used in research project. The following features have known bugs, use them at own risk!

  • O(1) or O(sqrt(L)) memory backpropagation.
  • Variational dequantization.

The animation above were produced by running:

reproduce.py --problem celeb --model realnvp
reproduce.py --problem cifar --model realnvp

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Developed using tensorflow-gpu 2.0beta, ubuntu 16.04 LTS, cuda 10, RTX 2080 8 GB

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