GitHub - hackerzone85/Statistical_Learning

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Name		Name	Last commit message	Last commit date
Latest commit History 87 Commits
.Rproj.user/5E7407CA		.Rproj.user/5E7407CA
.RData		.RData
.Rhistory		.Rhistory
.gitignore		.gitignore
10.R.RData		10.R.RData
5.R.RData		5.R.RData
7.R.RData		7.R.RData
ArtificialNeuralNetworks.Rmd		ArtificialNeuralNetworks.Rmd
Bagged_Loess_Lattice.R		Bagged_Loess_Lattice.R
ISLR_4.R		ISLR_4.R
ISLR_4b.R		ISLR_4b.R
ISLR_4c.R		ISLR_4c.R
ISLR_4d.R		ISLR_4d.R
ISLR_4e.R		ISLR_4e.R
ISLR_5.R		ISLR_5.R
ISLR_6.R		ISLR_6.R
ISLR_7.Rmd		ISLR_7.Rmd
README.Rmd		README.Rmd
StatLearning_Auto.R		StatLearning_Auto.R
Statistical_Learning_Basics.Rproj		Statistical_Learning_Basics.Rproj
Subsets_Ridge-Lasso_PCR-PLS.Rmd		Subsets_Ridge-Lasso_PCR-PLS.Rmd
VCD_10_Exercises.Rmd		VCD_10_Exercises.Rmd
VCD_11_Exercises.Rmd		VCD_11_Exercises.Rmd
VCD_3_Exercises.Rmd		VCD_3_Exercises.Rmd
VCD_5_Exercises.Rmd		VCD_5_Exercises.Rmd
VCD_6_Exercises.Rmd		VCD_6_Exercises.Rmd
VCD_7_Exercises.Rmd		VCD_7_Exercises.Rmd
VCD_8_Exercises.Rmd		VCD_8_Exercises.Rmd
VCD_9_Exercises.Rmd		VCD_9_Exercises.Rmd
accuracymeasures.R		accuracymeasures.R
boosting_demo.R		boosting_demo.R
boosting_scratch.R		boosting_scratch.R
caretRecapAndPlay.R		caretRecapAndPlay.R
ch10.Rmd		ch10.Rmd
ch2.R		ch2.R
ch3.R		ch3.R
ch4.R		ch4.R
ch5.R		ch5.R
ch6.Rmd		ch6.Rmd
ch7.Rmd		ch7.Rmd
ch8.Rmd		ch8.Rmd
ch9.Rmd		ch9.Rmd
factoextra_basics.Rmd.txt		factoextra_basics.Rmd.txt
firstLearning.R		firstLearning.R
gradientboosting.R		gradientboosting.R
lasso_fails.R		lasso_fails.R
linmods1.R		linmods1.R
linmods10.R		linmods10.R
linmods11.R		linmods11.R
linmods12.R		linmods12.R
linmods12_happ.Rmd		linmods12_happ.Rmd
linmods13.R		linmods13.R
linmods14.R		linmods14.R
linmods15.R		linmods15.R
linmods16.R		linmods16.R
linmods17.R		linmods17.R
linmods2.R		linmods2.R
linmods3.R		linmods3.R
linmods4.R		linmods4.R
linmods5.R		linmods5.R
linmods6.R		linmods6.R
linmods7.R		linmods7.R
linmods8.R		linmods8.R
linmods9.R		linmods9.R
neuralnet1.R		neuralnet1.R
neuralnet2.R		neuralnet2.R
neuralnet3.R		neuralnet3.R
neuralnet_diags.R		neuralnet_diags.R
neuralnet_varimp.R		neuralnet_varimp.R
non_lin_mods.Rmd		non_lin_mods.Rmd
svm.Rmd		svm.Rmd
svm2.Rmd		svm2.Rmd
svm3.R		svm3.R
trees.Rmd		trees.Rmd
tuneGrids.R		tuneGrids.R
unsup.R		unsup.R
utilityCode.R		utilityCode.R
variousChecks.R		variousChecks.R
vcd_10.R		vcd_10.R
vcd_11.R		vcd_11.R
vcd_2.R		vcd_2.R
vcd_3.R		vcd_3.R
vcd_4.R		vcd_4.R
vcd_4_Exercises.Rpres		vcd_4_Exercises.Rpres
vcd_5.R		vcd_5.R
vcd_6.R		vcd_6.R
vcd_7.R		vcd_7.R
vcd_8.R		vcd_8.R
vcd_9.R		vcd_9.R

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---
title: "ReadMe"
author: "Julian Hatwell"
date: "17 January 2016"
output: html_document
---

# Statistical Learning Studies

This repo contains various files including some boiler plate utilities based on the caret package, the workings from the book and online course "An Introduction to Statistical Learning with R" and some other personal projects.