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DaveBrind-zz / SynthVAE

Synthetic data generation by a Variational AutoEncoder with Differential Privacy assessed using Synthetic Data Vault metrics
MIT License
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Add in explicit metric calculations for fairness/bias and privacy metrics in the utils.py #13

Open DaveBrind-zz opened 2 years ago

DaveBrind-zz commented 2 years ago

Need to calculate metrics to show how the privacy and fairness of the model changes

DaveBrind-zz commented 2 years ago

will have same issue for reproducibility - need to take it out and inject a random seed so that we get the same results each time

DaveBrind-zz commented 2 years ago

Brought back in the SDV privacy metrics that Dom used