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Repository for the Statistical Foundation of Machine Learning class (INFO-F-422).

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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

Binder with Jupyter Notebooks: Binder

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