openclimatefix/nowcasting_utils

Add Model/Dataset Active-learning/Evaluation support

jacobbieker opened this issue · 1 comments

Something like Scale's Nucleus, or this open source one https://voxel51.com/fiftyone/ or something with https://github.com/facebookresearch/faiss for finding very different examples and seeing where the model works/doesn't, and which examples it should see more. Some kind of active learning or something.

Yeah, and this could be really useful for finding bad examples, too (perhaps related to openclimatefix/predict_pv_yield#41)