/islr

Notes and exercises for James, Witten, Hastie, and Tibshirani's "Introduction to Statistical Learning."

Primary LanguageHTML

ISLR

Notes and exercises for James, Witten, Hastie, and Tibshirani's "Introduction to Statistical Learning" (seventh edition).

Development

This repo includes some convenience functions for running a containerized R development environment.

To launch an interactive R shell in a container:

./scripts/r

To compile and livereload RMarkdown files, run the following command and visit the development server at http://localhost:8000:

./scripts/server

You can compile files from outside the root directory by passing the directory name as an argument to the serve script:

# Compile RMarkdown files in the ./2-statistical-learning directory
./scripts/server ./2-statistical-learning

To clean up unused Docker resources once you're done developing:

./scripts/clean