2018-08-01 Quelques articles intéressants

Presque un cours.

• Stupid Economics

• Standardization in Lasso

• On the Robustness of Lasso

• Quantile Regression Home Made

• Linear Regression with Map/Reduce

• Parallelizing Linear Regression or Using Multiple Sources

• Convex Regression Model

• Classification from Scratch

• Classification from Scratch, Logistic Regresssion 1/8

• Classification from Scratch, Logistic With Splines 2/8

• Classification from Scratch, Logistic With Kernels 3/8

• Classification from Scratch, Penalized Ridge Logistic 4/8

• Classification from Scratch, Penalized Lasso Logistic 5/8

• Classification from Scratch, Neural Nets 6/8

• Classification from Scratch, SVM 7/8

• Classification from Scratch, Linear Discrimination 8/8

• Classification from Scratch, Trees 9/8

• Classification from Scratch 10/8, Bagging and Forests

• Classification from Scratch, Boosting 11/8