├── .gitignore ├── LICENSE ├── README.md └── l2-regularization ├── bayes-reg.R └── plots ├── mtcars-coef-shrinkage-net-overlay.pdf ├── mtcars-coef-shrinkage-net-overlay.png ├── mtcars-coef-shrinkage.pdf ├── mtcars-coef-shrinkage.png ├── mtcars-loocv-mse.pdf └── mtcars-loocv-mse.png /.gitignore: -------------------------------------------------------------------------------- 1 | .DS_Store 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/LICENSE -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/README.md -------------------------------------------------------------------------------- /l2-regularization/bayes-reg.R: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/bayes-reg.R -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-coef-shrinkage-net-overlay.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-coef-shrinkage-net-overlay.pdf -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-coef-shrinkage-net-overlay.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-coef-shrinkage-net-overlay.png -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-coef-shrinkage.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-coef-shrinkage.pdf -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-coef-shrinkage.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-coef-shrinkage.png -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-loocv-mse.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-loocv-mse.pdf -------------------------------------------------------------------------------- /l2-regularization/plots/mtcars-loocv-mse.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/tonyfischetti/bayesian-regularization/HEAD/l2-regularization/plots/mtcars-loocv-mse.png --------------------------------------------------------------------------------