GitHub - 0liu/ISLR: My Python code for labs and exercises in the book "An Introduction to Statistical Learning with Applications in R".

0liu / ISLR Public

Folders and files

Name		Name	Last commit message	Last commit date
Latest commit History 28 Commits
.gitignore		.gitignore
Chapter 10 Unsupervised Learning.ipynb		Chapter 10 Unsupervised Learning.ipynb
Chapter 3 Linear Regression.ipynb		Chapter 3 Linear Regression.ipynb
Chapter 4 Classification.ipynb		Chapter 4 Classification.ipynb
Chapter 5 Resampling Methods.ipynb		Chapter 5 Resampling Methods.ipynb
Chapter 6 Linear Model Selection and Regularization.ipynb		Chapter 6 Linear Model Selection and Regularization.ipynb
Chapter 7 Moving Beyond Linearity.ipynb		Chapter 7 Moving Beyond Linearity.ipynb
Chapter 8 Tree-Based Methods.ipynb		Chapter 8 Tree-Based Methods.ipynb
Chapter 9 Support Vector Machines.ipynb		Chapter 9 Support Vector Machines.ipynb
README.md		README.md

My Python coding for labs and applied exercises in the book An Introduction to Statistical Learning with Applications in R by James, Witten, Hastie, Tibshirani.