Knowledge Graph Extension for Python¶
The kgextension package allows to access and use Linked Open Data to augment existing datasets. It enables to incorporate knowledge graph information in pandas.DataFrames and can be used within the scikit-learn pipeline.
Its functionality includes:
Generation of new features from the LOD Sources
Hierarchy-based feature selection algorithms
Data Integration of features from different sources
The project started in March 2020 as a Masters Team Project at the University of Mannheim.
The newest stable release can be found on the Python Package Index (PyPi).
pip install kgextension
Documentation and Usage¶
Detailed documentation and usage instructions can be found in the kgextension documentation.