Adding active learning regression implementations based on greedy sampling #167

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1. Pineandgrass commented on Oct 20, 2023

   

   Pineandgrass

   on Oct 20, 2023

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   Hello！I am an undergraduate majoring in automation, and recently I want to use greedy sampling method for active learning of cell data. However, after reading the paper, I am a little confused about the specific python structure of GSx and iGS methods‘s custom query strategies. Could you provide python programs for these two methods. I would appreciate it
2. Pineandgrass commented on Oct 20, 2023

   

   Pineandgrass

   on Oct 20, 2023

   More actions

   Hello! I would love to contribute to modAL, I feel like there are not many examples of regression problems in the documentation.

   I can try to add my touch to modAL/examples by implementing the algorithms presented in this paper: https://arxiv.org/pdf/1808.04245.pdf as custom query strategies.

   Does that look good?
   Hello！I am an undergraduate majoring in automation, and recently I want to use greedy sampling method for active learning of cell data. I think the method in the paper will be much more optimized than the original method. However, after reading the paper, I am a little confused about the specific python structure of GSx and iGS methods‘s custom query strategies. Could you provide python programs for these two methods. I would appreciate it.