To use this tutorial, use conda and create the following environment

conda create -n KDE_tutorial python=3.6 matplotlib scikit-learn numpy jupyter plotly pandas

Activate environment (linux) with source activate KDE_tutorial

Then, start jupyter notebook jupyter notebook

And open KDE_multiple_datasets.ipynb to see the tutorial!

I hope this is useful!

L.