In this section you will find tutorials for several algorithms like PCA, ICA, RBMs, … giving you an idea of how you can use the library.

The tutorials show how to reproduce results described in the following publications

For an introduction to Restricted Boltzmann machines especially for Gaussian input variables you can have a look into my master’s theses

A good introduction into several machine learning topics with exercises and video lectures can be found in the here course Material .