Compute the likeliness of an image region to vessels or ridges

Analysis of NBA player stats and salaries of the 2016-17 for the 17-18 season

A wrapper site for NNNBA

R packages which implements most known linear regression model: pls, OLS, ridge, lasso, LAR, principal components regression...

Comparing the different types of Regression

Generalized Ridge Trace Plots for Ridge Regression

This is the final project for the course CSCI-GA-3033-018 Geometric Modeling at NYU

Penalized precision matrix estimation

Elastic Net, Lasso and Ridge models can be analyzed by the formula format.

Personal R Package

Penalized precision matrix estimation via ADMM

Baseball team data (1950~2017, 2 leagues) analysis via R as an assignment of stats lecture at univ.

Matériel de cours d'introduction à la régression linéaire régularisée

Wine-quality has been predicted through supervised learning using regression and classification models.

Linear regression, ridge, lasso

Logistic regression with l1 and l2 regularization VS Linear SVM

Classification multiclasse, kNN, SVM

Case study on regularisation methods for statistics and machine learning

Predicting house prices

Weighted Ridge Regression Based on Nonlinear Kernels