kernel-smoothers

August 28, 2012 ยท View on GitHub

kernel smoothers in lua

This repository will eventually implement in torch 3 kernel smoothers:

  • Knn: k nearest neighbors
  • Kwavg: kernel-weighted average
  • Llr: local linear regression

All the smoothers are described in Trevor Hastie, Robert Tibsharani, and Jerome Friedman, The Elements of Statistical Learning, Springer, 2001.