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https://github.com/bluebrain/nexus-forge

Building and Using Knowledge Graphs made easy
https://github.com/bluebrain/nexus-forge

data-management data-science json-ld knowledge-engineering knowledge-graph knowledgegraph rdf shacl

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Building and Using Knowledge Graphs made easy

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README 

        
Blue Brain Nexus Forge

======================



|Github_build_badge| |codecov| |Version Status| |Binder|



.. image:: https://raw.githubusercontent.com/BlueBrain/nexus-forge/master/docs/source/assets/bbnforge



Blue Brain Nexus Forge is a domain-agnostic, generic and extensible Python framework enabling

non-expert users to create and manage knowledge graphs by making it easy to:



- Discover and reuse available knowledge resources such as ontologies and

  schemas to shape, constraint, link and add semantics to datasets.

- Build knowledge graphs from datasets generated from heterogenous sources and formats.

  Defining, executing and sharing data mappers to transform data from a source format to a

  target one conformant to schemas and ontologies.

- Interface with various stores offering knowledge graph storage, management and

  scaling capabilities, for example Nexus Core store or in-memory store.

- Validate and register data and metadata.

- Search and download data and metadata from a knowledge graph.



Getting Started

---------------



The `examples `__

directory contains many Jupyter Notebooks to get started with

Blue Nexus Forge user features and usage scenarios.



You can run the Getting Started notebooks on Binder by clicking on |Binder|.



For local execution, make sure that the ``jupyter notebook|lab`` is launched

in the same virtual environment where Blue Brain Nexus Forge is installed.

Alternatively, set up a specialized

`kernel `__.



In both cases, please start with the notebook named *00 - Initialization*.

It contains instructions for configuring the Forge with:



- an example in-memory store and an example schema language,

- Blue Brain Nexus as store and W3C SHACL as schema language.



After, it is recommended to run the notebooks following their number (01, 02, ...).



Installation

------------



It is recommended to use a virtual environment such as `venv `__ or

`conda environment `__.



Stable version



.. code-block:: shell



   pip install nexusforge



Upgrade to the latest version



.. code-block:: shell



   pip install --upgrade nexusforge



Development version



.. code-block:: shell



   pip install git+https://github.com/BlueBrain/nexus-forge



Funding and Acknowledgements

----------------------------



The development of this software was supported by funding to the Blue Brain Project, a research center of the École polytechnique fédérale de Lausanne (EPFL), from the Swiss government's ETH Board of the Swiss Federal Institutes of Technology, and from the European Union’s Horizon 2020 Framework Programme for Research and Innovation under the Specific Grant Agreement No. 785907 (Human Brain Project SGA2).



COPYRIGHT © 2019–2022 Blue Brain Project/EPFL



.. |Binder| image:: https://mybinder.org/badge_logo.svg

    :alt: Binder

    :target: https://mybinder.org/v2/gh/BlueBrain/nexus-forge/master?filepath=examples%2Fnotebooks%2Fgetting-started

    

.. |Github_build_badge| image:: https://github.com/BlueBrain/nexus-forge/actions/workflows/test.yml/badge.svg

    :alt: Build

    :target: https://github.com/BlueBrain/nexus-forge/actions/workflows/test.yml 



.. |Version Status| image:: https://img.shields.io/pypi/v/nexusforge.svg

   :target: https://pypi.python.org/pypi/nexusforge



.. |codecov| image:: https://codecov.io/gh/BlueBrain/nexus-forge/branch/master/graph/badge.svg?token=YOHG1INCBQ

   :alt: Coverage

   :target: https://codecov.io/gh/BlueBrain/nexus-forge