GPML has for purpose to give an easy to use tool to ready data for use to machine learning algorithm using graph modelisation to compute new features and insert them to pandas dataframe. It also comes with a module with one ready function to use to convert dataset to html graph representation, some examples are available in the “graph_representation” folder.

See the research paper presenting GPML for more background on the approach.