Introduction-Machine-Learning

Code for the class "Introduction to Machine Learning" (IML) 2018 at ETH Zurich.

Following topics have been covered in the coding assignments:

1. Regression (LASSO, Ridge)
2. Classification (Nearest Neighbor, Support Vector Machine, Multi Layer Perceptron)
3. Classification (Multi Layer Perceptron) with imbalance classes
4. Classification semi-supervised learning