Algorithmic Fairness Metrics

[patrickm663]

Hi

Thanks for the work done to bring trustworthy AI to Julia!

I am interested to hear if implementations of algorithmic fairness (equalised odds, demographic parity) are planned or within scope for this project? For instance, porting some functionality from Python's fairlearn library to Julia, while being compatible with Flux.

I am planning to write up a minimal example on implementing fairness metrics in Julia using Flux models so that it may help raise awareness to others of the techniques. I haven't considered a full package, but I am happy to take a stab if it would be useful!

Regards
Patrick

[pat-alt]

@patrickm663 I am very sorry I have somehow missed this! That sounds like a great idea, would love to see the write up. I stumbled across this interesting project by @zenna recently. Perhaps some of that might be useful for what you have in mind @patrickm663?