- formatting
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AeGIS Build-Out-Guide
A guide of the AeGIS codebase with instruction on how to contribute.
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L1, L2, and the bet on sparsity
How do the L1 and L2 norms relate to each other and to the predictive power of statistical models in varying situations?
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Linear Discriminant Analysis
My notes on LDA from the textbook "An Introduction to Statistical Learning"
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Shrinkage methods, ridge regression, and the LASSO
My notes on Shrinkage from the textbook "An Introduction to Statistical Learning"
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Subset Selection
My notes on subset selection methods from the textbook "An Introduction to Statistical Learning"