Add more examples via notebooks (colab is a good idea)

[franchuterivera]

We could even have better examples if we add:

• SHAP dependence plots
• Comparing autopytorch with using a simple neural network (what do you get out of autopytorch?).
• Providing a log file and having local access to the log file. And basically explaining the directory structure of the temporal folder.