Metadata-Version: 2.1
Name: kgextension
Version: 0.0.1
Summary: The kgextension allows to access and use Linked Open Data to augment existing datasets. 
Home-page: https://kgextension.readthedocs.io/en/latest/
Author: KG Team Uni Mannheim
Author-email: kgproject20@gmail.com
License: MIT
Project-URL: Source, https://github.com/om-hb/kgextension
Project-URL: Bug Reports, https://github.com/om-hb/kgextension/issues
Description: .. figure:: https://raw.githubusercontent.com/om-hb/kgextension/master/docs/_static/logo.png
           :alt: kgextension logo
        
        .. inclusion-marker-do-not-remove
        
        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 <https://pandas.pydata.org/pandas-docs/stable/reference/api/pandas.DataFrame.html>`__
        and can be used within the `scikit-learn
        pipeline <https://scikit-learn.org/stable/modules/generated/sklearn.pipeline.Pipeline.html>`__.
        
        Its functionality includes:
        
        * Linking datasets to any Linked Open Data (LOD) Source such as `DBpedia <https://wiki.dbpedia.org/>`__, `WikiData <https://www.wikidata.org/wiki/Wikidata:Main_Page>`__ or the `EU Open Data Portal <https://data.europa.eu/euodp/en/home>`__ 
        * 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) <https://pypi.org/>`__.
        
        .. code:: python
        
            pip install kgextension
        
        Documentation and Usage
        ^^^^^^^^^^^^^^^^^^^^^^^
        
        Detailed documentation and usage instructions can be found in the
        `kgextension
        documentation <https://kgextension.readthedocs.io/en/latest/>`__.
        
        Communication
        ^^^^^^^^^^^^^
        
        The contributors can be reached by email: kgproject20@gmail.com.
        
Keywords: knowledge graph,linked open data,sparql
Platform: UNKNOWN
Classifier: License :: OSI Approved :: MIT License
Classifier: Programming Language :: Python :: 3
Classifier: Programming Language :: Python :: 3.4
Classifier: Programming Language :: Python :: 3.5
Classifier: Programming Language :: Python :: 3.6
Classifier: Programming Language :: Python :: 3.7
Description-Content-Type: text/x-rst
