Before using SAM you have to install a C++ library for the nearest neighbor calculations.

• Edit nearestNeighbor/setup.py and make sure that the variable "include_dirs" contains the path to your local python2.7 folder as well as the numpy folder.
• Install the C++ library by using the common setup.py script e.g. "python setup.py install --user".

In SAMKNN/testSAMKNN.py you can find a test script which applies the SAMKNN model on a dataset. Simply execute "python testSAMKNN.py".

Two exemplary datasets "weather" and "moving squares" can be found in the datasets folder. More drift datasets can be found in the repository https://github.com/vlosing/driftDatasets