MarvinBertin / Regression-Fundamentals

Overview and Implementation of the Fundamental Techniques in Regression with GraphLab.

Regression-Fundamentals

Overview and Implementation of the Fundamental Techniques in Regression with GraphLab.

The main topics covered include:

• Simple linear regression
• Multiple regression
• Assessing performance
• Ridge regression
• Feature selection & Lasso
• Nearest neighbor & kernel regression