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mkdocs.yml
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site_name: kglab
site_description: Graph-Based Data Science
site_url: https://github.com/DerwenAI/kglab
site_author: kglab contributors, with Derwen, Inc.
repo_url: https://github.com/DerwenAI/kglab
repo_name: DerwenAI/kglab
copyright: Source code and documentation are <strong><a href="https://github.com/DerwenAI/kglab/blob/main/LICENSE" target="_blank">licensed</a></strong> under an MIT License; Copyright © 2020-2022 <strong><a href="https://derwen.ai/" target="_blank">Derwen, Inc.</a></strong>
nav:
- Home: index.md
- Start:
- Overview: overview.md
- A Grammar of Learning: learn.md
- Getting Started: start.md
- Tutorial:
- Syllabus: tutorial.md
- Construction:
- Data and Ontology sources: ex0_0.md
- Build an RDF graph using `RDFlib`: ex1_0.md
- Leverage the `kglab` abstraction layer: ex1_1.md
- Build a medium size KG from a CSV dataset: ex2_0.md
- Using `morph-kgc` to input from relational databases, CSV, etc: ex2_1.md
- Querying:
- Run SPARQL queries: ex4_0.md
- Validation:
- SHACL validation with `pySHACL`: ex5_0.md
- Visualization:
- Interactive graph visualization with `PyVis`: ex3_0.md
- Graph Algorithms:
- Graph algorithms with `NetworkX`: ex6_0.md
- Discover community structure using `iGraph` and `leidenalg`: ex6_1.md
- Inference:
- Measurement and inference: ex7_0.md
- Statistical relational learning with `pslpython`: ex7_1.md
- Embedding:
- Vector embedding with `gensim`: ex8_0.md
- Concepts:
- What's a Knowledge Graph?: what.md
- Graph Concepts: concepts.md
- Inference capabilities: infer.md
- Evidence:
- Use Cases: use_case.md
- Technical Reference:
- Package Reference: ref.md
- Dependencies: depend.md
- Build Instructions: build.md
- Community:
- Community Resources: community.md
- Acknowledgements: ack.md
- Research Guides:
- Glossary: glossary.md
- Bibliography: biblio.md
theme:
name: material
icon:
repo: fontawesome/brands/github
favicon: assets/favicon.png
logo: assets/logo.png
features:
- navigation.instant
plugins:
- mknotebooks
- git-revision-date
extra_css:
- stylesheets/extra.css
extra_javascript:
- javascripts/config.js
- https://polyfill.io/v3/polyfill.min.js?features=es6
- https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-mml-chtml.js
use_directory_urls: true
markdown_extensions:
- admonition
- codehilite
- footnotes
- pymdownx.arithmatex:
generic: true
- toc:
toc_depth: 3
permalink: true