title: KNN with class weights in SKLearn
body: <p>Is it possible to define class weights for a K-nearest neighbour classifier in SKLearn? I have looked at the API but cannot work it out. I have a knn problem which has very imbalanced numbers of classes (10000 of some, to 1 of others). </p>