3 ms·
Check out sampling with lightweight coresets if your data is big - it's a principled approach with theoretical guarantees, and it's only a couple of lines of nu
by Scene_Cast2 3y ago
Check out sampling with lightweight coresets if your data is big - it's a principled approach with theoretical guarantees, and it's only a couple of lines of numpy. Do check if the assumptions hold for your data though, as they are stronger than with regular coresets.
- tomtom1337 3y agoDo you have a link to any implementations for this?
- Scene_Cast2 3y agohttps://github.com/OOub/coreset/blob/main/coreset/coreset.py https://github.com/OOub/coreset/blob/main/coreset/coreset.py