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Trusted-AI / AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
https://aif360.res.ibm.com/
Apache License 2.0
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Update TensorFlow code #361

Open hoffmansc opened 2 years ago

hoffmansc commented 2 years ago

AdversarialDebiasing currently uses TFv1 code which is pretty out of date and doesn't allow for custom models. Would be nice to update this.

Since we already use PyTorch elsewhere, it would be ideal to convert this to torch and only depend on one library but this is not strictly necessary.