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:
Linking datasets to any Linked Open Data (LOD) Source such as DBpedia, WikiData or the EU Open Data Portal
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.
Installation
The newest stable release can be found on the Python Package Index (PyPi).
pip install kgextensionDocumentation and Usage
Detailed documentation and usage instructions can be found in the kgextension documentation.
Communication
The contributors can be reached by email: kgproject20@gmail.com.
4 maintainers
Metadata
4 maintainers
Release files for kgextension 0.1.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
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| kgextension-0.1.1.tar.gz | 68.3 kB | Without provenance | Details for kgextension-0.1.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| kgextension-0.1.1-py3-none-any.whl | Python 3 | none | any | Details for kgextension-0.1.1-py3-none-any.whl |
Total release size: 130.8 kB
Release files / kgextension-0.1.1.tar.gz
| Download URL | kgextension-0.1.1.tar.gz |
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| Tags | Source |
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Release files / kgextension-0.1.1-py3-none-any.whl
| Download URL | kgextension-0.1.1-py3-none-any.whl |
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| Tags | Python 3 |
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