This code is based on

https://github.com/GoogleCloudPlatform/ipython-soccer-predictions

http://nbviewer.ipython.org/github/GoogleCloudPlatform/ipython-soccer-predictions/blob/master/predict/wc-final.ipynb

We removed all Big Query dependencies so the code is much easier to understand for ML professionals and students. To use simply run,

python run.py

The ipynb notebook is also rewritten to be a TeX based notebook (predict/doc_en.tex). We have an alternative notebook format (based on the same ipython notebook kernel). We can run Python code in TeX and display its results in the same buffer using the Emacs extension pytexipy.