Implementation of a basic Coordinate Ascent (same thing as Coordinate Descent, just 'reversed'), as well as the Lasso implementation.

Run this app via python3 cross_validation.py stochastic linear or in multiple ways at once via python3 cross_validationp.py stochastic linear batch linear stochastic logistic batch logistic

This repository has basically 3 modules:

• Standardize which standardises a matrix
• Gradient Descent which has separate functions for stochastic and batch method using linear and logistic regression
• File to test everything

• Python 3.4
• Numpy >= 1.9
• Matplotlib >= 1.4.0