https://github.com/senya-ashukha/real-nvp-pytorch

Real NVP PyTorch a Minimal Working Example | Normalizing Flow
https://github.com/senya-ashukha/real-nvp-pytorch

deep-learning density-estimation nf normalizing-flow normalizing-flows pytorch real-nvp

Last synced: 3 months ago
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Real NVP PyTorch a Minimal Working Example | Normalizing Flow

• Host: GitHub
• URL: https://github.com/senya-ashukha/real-nvp-pytorch
• Owner: senya-ashukha
• Created: 2018-08-09T13:14:37.000Z (about 7 years ago)
• Default Branch: master
• Last Pushed: 2020-11-06T19:55:56.000Z (almost 5 years ago)
• Last Synced: 2025-05-14T06:43:12.018Z (5 months ago)
• Topics: deep-learning, density-estimation, nf, normalizing-flow, normalizing-flows, pytorch, real-nvp
• Language: Jupyter Notebook
• Homepage:
• Size: 1.26 MB
• Stars: 138
• Watchers: 3
• Forks: 27
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

          
# Real NVP PyTorch

Very simple and short implementation of Real NVP normalizing flows in just 40 lines of code!

Density estimation using Real NVP, https://arxiv.org/abs/1605.08803.

[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/senya-ashukha/real-nvp-pytorch/blob/master/real-nvp-pytorch.ipynb)