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Density Estimation using Real NVP (ICLR'17) pytorch implementation

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real_nvp

This is pytorch implementation of Real NVP[1] paper for toy dataset.

Environment

  • python 3
  • pytorch 3.6

Implementation Results

Ground Truth x predicted x
GT x x'
z' = f(x) z ~ p(z)
z' z

loss_graph

[1] Density estimation using Real NVP(https://arxiv.org/abs/1605.08803)

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Density Estimation using Real NVP (ICLR'17) pytorch implementation

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