INFOF422 - Statistical Foundations of Machine Learning

This page contains the material for the hands-on classes of ULB INFO-F-422.

Getting ready with R notebooks

The use of the notebooks requires to install:

• R: see installation instructions here.
• Python 3.7: see installation instructions here. N.B. Check the box asking for adding Python to PATH in the installer (if required).
• Jupyter Notebook, see installation instructions here.
• IRkernel, see installation instructions here. N.B: You may need to restart R after Jupyter installation in order to be able to install IRkernel.

Once installed, clone this repository and start jupyter notebook:

git clone https://github.com/jdestefani/StatisticalFoundationsML_INFOF422.git
cd StatisticalFoundationsML_INFOF422
jupyter notebook

Troubleshooting

Try it live!

Binder with Rstudio:

Binder with Jupyter Notebooks: