SEALS: Similarity Search for Efficient Active Learning and Search of Rare Concepts

spaceml-org / Active-Labeler

7 stars 1 forks source link

SEALS: Similarity Search for Efficient Active Learning and Search of Rare Concepts #5

Open kayuksel opened 2 years ago

kayuksel commented 2 years ago

Hello, thank you for open-sourcing this project. I would like to suggest adding the following method to the library: "Similarity Search for Efficient Active Learning and Search of Rare Concepts" Link: https://arxiv.org/abs/2007.00077 It seems that it can it well in this library, it is also possible to combine that with other methods. Sincerely, Kamer

tarunn2799 commented 2 years ago

Hi @kayuksel Thanks for reaching out! We will evaluate this on our end. Meanwhile, please feel free to raise a PR if you're willing to implement this strategy and contribute to the repo. We have a pretty straightforward way to add custom query strategies, and we've outlined the design in query_strat/query_strategies.py.