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

Question

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

Opened this issue 2 years ago · 1 comments

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

Answer 1 · 2022-05-05T21:33:41.000Z

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.