Machine Learning toolbox

During my time as Ph.D at the LASA group in EPFL I developed a Machine Learning toolbox for an advanced machine learning class with my fellow teaching assistant colleges. My contributions included the following components:

  • Toolbox structure
  • Bayesian linear regression
  • Gaussian Process regression
  • Exercises on Kernel-PCA methods for cluster discovery
  • Reinforcement Learning

Policy Iteration