kernel smoothers in lua
Lua Other
Switch branches/tags
Nothing to show
Clone or download
Fetching latest commit…
Cannot retrieve the latest commit at this time.
Permalink
Failed to load latest commit information.
.gitignore
KernelSmoother-test.lua
KernelSmoother.lua
Knn-example-1.lua
LICENSE
MwKwavg-test.lua
MwKwavg.lua
MwLlr-test.lua
MwLlr.lua
Nncache-test.lua
Nncache.lua
Nncachebuilder-test.lua
Nncachebuilder.lua
Nnw-test.lua
Nnw.lua
NnwEstimator-test.lua
NnwEstimator.lua
NnwEstimatorAvg-test.lua
NnwEstimatorAvg.lua
NnwEstimatorKwavg-test.lua
NnwEstimatorKwavg.lua
NnwEstimatorLlr-test.lua
NnwEstimatorLlr.lua
NnwSmoother-test.lua
NnwSmoother.lua
NnwSmootherAvg-test.lua
NnwSmootherAvg.lua
NnwSmootherKwavg-test.lua
NnwSmootherKwavg.lua
NnwSmootherLlr-test.lua
NnwSmootherLlr.lua
README.md
allTests.sh
makefile
test-hastie.lua

README.md

kernel-smoothers

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.