This page is for the mathematical theory surrounding non-parametric models and in particular, the K-nearest neighbours algorithm.
It is in a TODO state.
Omar.
K-Nearest Neighbours
https://github.com/abaj8494/10khrs-ai-ml-dl/blob/main/projects/interview/knn-scratch.ipynb