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FD-ScoreMatching

This repository contains the codes for reproducing most of the results of our paper: Efficient Learning of Generative Models via Finite-Difference Score Matching

Environment settings and libraries we used in our experiments

This project is tested under the following environment settings:

  • OS: Ubuntu 18.04.4
  • GPU: Geforce 1080 Ti
  • Cuda: 10.1, Cudnn: v7.6
  • Python: 3.6.10
  • PyTorch: 1.4.0
  • Torchvision: 0.5.0
  • scipy: 1.2.0

For convenience, we provide the requirement.txt file to install the virtualenv that is sufficient run the codes.

Usage

The command used to reproduce our quantitative results are provided in the README files of the three subfolders.

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The official code for Efficient Learning of Generative Models via Finite-Difference Score Matching

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