├── .gitattributes ├── .gitignore ├── LICENSE ├── R-Machine-Learning.Rproj ├── README.md ├── data ├── gapminder-FiveYearData.csv ├── heart.csv ├── student-mat.csv └── trees.csv ├── images ├── linear_regression_hyperplane.jpeg ├── linear_regression_line.png ├── overfitting.png ├── reg_path.png └── validation.png ├── install.R ├── lessons ├── 01_introduction.Rmd ├── 02_regression.Rmd ├── 03_preprocessing.Rmd ├── 04_regularization.Rmd └── 05_more_models.Rmd ├── runtime.txt └── solutions ├── 01_introduction_solutions.Rmd ├── 02_regression_solutions.Rmd ├── 03_preprocessing_solutions.Rmd └── 04_regularization_solutions.Rmd /.gitattributes: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/dlab-berkeley/R-Machine-Learning-Legacy/HEAD/.gitattributes -------------------------------------------------------------------------------- /.gitignore: -------------------------------------------------------------------------------- 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