Multi-Objective Bayesian Optimization

modAL-python / modAL

A modular active learning framework for Python

https://modAL-python.github.io/

MIT License

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Multi-Objective Bayesian Optimization #124

Open linbinbin92 opened 3 years ago

linbinbin92 commented 3 years ago

Hi,

Thanks for this nice tool. I am quite a beginner in the optimization field and I am wondering if ModAL supports also multi-objective optimization? As if I would include multi-dimensional y as function values.

is that possible? and if no, where I should start to extend/modify the existing codes?

best, Binbin

sgbaird commented 2 years ago

@linbinbin92 I'm not sure about modAL, but you might consider looking at the Ax platform which supports multi-objective optimization.