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These examples of the Ridge and Lasso are an adaptation of p. 251-255 of “Introduction to Statistical Learning with Applications in R” by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani. Adapted by R. Jordan Crouser at Smith College for SDS293: Machine Learning (Spring 2016), and re-implemented in Fall 2016 in tidyverse format by Amelia McNamara and R. Jordan Crouser at Smith College.
Used with permission from Jordan Crouser at Smith College. Additional Thanks to the following contributors on github:
- github.com/jcrouser
- github.com/AmeliaMN
- github.com/mhusseinmidd
- github.com/rudeboybert
- github.com/ijlyttle