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MWUGAN

Evaluations

We have categorized our code by the experiments in our paper.

  • heatmap/ folder contained code needed to reproduce our Figure 2. + For our result, run mwugan/synthetic_sine.py + For AdaGAN, run adagan/adagan_sine.py + For EM and VAE, run corresponding script under others/
  • fashion/ folder contained code needed to reproduce our Figure 3, 4 and 5 (to be uploaded)
  • additional/ folder contained code needed to reproduce our Figure 7.
    • For our result, run mwugan/synthetic_helix.py and mwugan/synthetic/outlier.py
    • For Adagan, run adagan/adagan_helix.py and adagan/adagan_outlier.py

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