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Can these databases do fast averaging of nearest neighbors for regression or do you have to retrieve the neighbors and manually compute a mean across them?
by orasis 4y ago
Can these databases do fast averaging of nearest neighbors for regression or do you have to retrieve the neighbors and manually compute a mean across them?
- fzliu 4y agoYou'll have to manually compute the mean after retrieving the nearest neighbors. Automatic fast averaging could be an interesting use case for clustering or using a vector database to generate training though.
- orasis 4y agoInteresting. What systems or algorithms are you referring to by “clustering”?
- jamesblonde 4y agoThey are primarily for storing wmbeddings for similarity search - not general purpose nearest neighbor algorithms.