The Jupyter notebooks in the repository shows the examples that uses the linear algebra operators to implement probabilistic models such as Gaussian process, Bayesian linear regression.
The notebooks depend on MXNet and GPy. These dependency can be installed via pip:
pip install mxnet GPy