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Published 20 hours ago • verified publisher icon grant-m-s

BaaL and HuggingFace

Open junaidahmed361 opened this issue 3 years ago • 1 comments

Are there any examples of integration with tools like BaaL and HuggingFace?

junaidahmed361 avatar Sep 29 '21 18:09 junaidahmed361

Hi,

Thanks for your question.

We don't currently have Pytorch and Tensorflow models hooked up to AstronomicAL (but we will be adding them soon) and so libraries like HuggingFace will likely not be integratable yet. AstronomicAL is also currently implemented for training on tabled data and so may be limited for its use with NLP problems, but I will take a look at how we can improve things with this type of data.

We don't explicitly make use of BaaL but the modAL library we use for the active learning implementation does offer a Bayesian Optimiser learner which should allow easy integration for a new query strategy, if that would be useful for you.

grant-m-s avatar Sep 30 '21 14:09 grant-m-s