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EqualityAI / EqualityML

Evidence-based tools and community collaboration to end algorithmic bias, one data scientist at a time.
Apache License 2.0
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Make results of compare_mitigation_models() reproducible #13

Closed jaared closed 1 year ago

jaared commented 1 year ago

Results are not reproducible. Add random_seed = ... to resampling method of bias mitigation, possibly other functions as well.

https://github.com/EqualityAI/EqualityML/blob/90e04435007a653b5c4c69dc5a9b86e0c5d34ce7/equalityml/fair.py#L617-L625

JoaoGranja commented 1 year ago

Fixed