Labs

Every lab script and notebook in the course, by language

The chapter pages point you to the lab that belongs with each topic. This page is the flat index, for when you know the file name and just want it.

Files are served as plain source. Right-click and save, or open them straight in Positron.

R labs R

File	Type	Size
`bias-variance.r`	R	6 KB
`boot-statlearning.r`	R	1 KB
`bootstrapping.qmd`	QMD	3 KB
`bootstrapping.r`	R	6 KB
`cart-hmda.r`	R	2 KB
`cart-models.qmd`	QMD	15 KB
`cart.qmd`	QMD	36 B
`cart.rmd`	RMD	7 KB
`ch01.r`	R	2 KB
`ch02-10.qmd`	QMD	5 KB
`ch02.r`	R	4 KB
`ch03.qmd`	QMD	20 KB
`ch1.rmd`	RMD	189 B
`ch2-10.r`	R	2 KB
`ch2-8.r`	R	799 B
`ch2-9.r`	R	1 KB
`ch2-stat-learning.rmd`	RMD	693 B
`ch2.r`	R	890 B
`ch3-lab.txt`	TXT	1 KB
`ch3.r`	R	1 KB
`ch4.r`	R	2 KB
`ch5-lab.r`	R	2 KB
`ch5.r`	R	1 KB
`ch6-lab.txt`	TXT	5 KB
`ch6.r`	R	2 KB
`ch6.rmd`	RMD	4 KB
`cross-validation.qmd`	QMD	4 KB
`cross-validation.r`	R	4 KB
`gapminder-multiple-regression.r`	R	600 B
`heart-disease-cart.qmd`	QMD	7 KB
`hmda-cart-analysis-fixed.r`	R	18 KB
`knn-application-to-canvas-data.r`	R	918 B
`knn.r`	R	6 KB
`lda-ch4.r`	R	561 B
`linear-regression.r`	R	1 KB
`logistic-regressio-ch4.r`	R	1 KB
`map-function.r`	R	3 KB
`psx-bootstrapping.qmd`	QMD	6 KB
`psx-clean-code.r`	R	6 KB
`psx-cv.r`	R	4 KB
`psx.r`	R	3 KB
`pxs-cv.qmd`	QMD	6 KB
`qda.r`	R	586 B
`stat-learn-lab.txt`	TXT	11 KB
`statlearn-lab-01.txt`	TXT	2 KB
`tree-ch8.r`	R	3 KB

File	Type	Size
`ch04-classification-lab.ipynb`	IPYNB	508 KB
`chapter-2.ipynb`	IPYNB	1.9 MB

Some labs were rendered earlier with output and figures intact. They are kept here so you can read the results without running anything.