├── .editorconfig ├── .flake8 ├── .github ├── ISSUE_TEMPLATE │ ├── bug.md │ ├── documentation.md │ ├── feature.md │ └── question.md ├── PULL_REQUEST_TEMPLATE.md ├── dependabot.yml └── workflows │ └── main.yml ├── .gitignore ├── .mypy.ini ├── .pre-commit-config.yaml ├── .readthedocs.yml ├── .yamllint ├── CHANGELOG.rst ├── CODE_OF_CONDUCT.rst ├── CONTRIBUTING.rst ├── Dockerfile ├── LICENSE ├── README.rst ├── assets ├── architecture.png ├── embeddings.svg ├── header.svg └── imec-idlab.svg ├── changelog.d └── _template.rst ├── docker-compose.yml ├── docs ├── Makefile ├── api │ ├── modules.rst │ ├── pyrdf2vec.connectors.rst │ ├── pyrdf2vec.embedders.doc2vec.rst │ ├── pyrdf2vec.embedders.embedder.rst │ ├── pyrdf2vec.embedders.fasttext.rst │ ├── pyrdf2vec.embedders.rst │ ├── pyrdf2vec.embedders.word2vec.rst │ ├── pyrdf2vec.graphs.kg.rst │ ├── pyrdf2vec.graphs.rst │ ├── pyrdf2vec.graphs.vertex.rst │ ├── pyrdf2vec.rdf2vec.rst │ ├── pyrdf2vec.rst │ ├── pyrdf2vec.samplers.frequency.rst │ ├── pyrdf2vec.samplers.pagerank.rst │ ├── pyrdf2vec.samplers.rst │ ├── pyrdf2vec.samplers.sampler.rst │ ├── pyrdf2vec.samplers.uniform.rst │ ├── pyrdf2vec.samplers.wide.rst │ ├── pyrdf2vec.typings.rst │ ├── pyrdf2vec.utils.rst │ ├── pyrdf2vec.utils.validation.rst │ ├── pyrdf2vec.walkers.anonymous.rst │ ├── pyrdf2vec.walkers.community.rst │ ├── pyrdf2vec.walkers.halk.rst │ ├── pyrdf2vec.walkers.ngram.rst │ ├── pyrdf2vec.walkers.random.rst │ ├── pyrdf2vec.walkers.rst │ ├── pyrdf2vec.walkers.split.rst │ ├── pyrdf2vec.walkers.walker.rst │ ├── pyrdf2vec.walkers.walklet.rst │ └── pyrdf2vec.walkers.weisfeiler_lehman.rst ├── code_of_conduct.rst ├── conf.py ├── contributing.rst ├── glossary.rst ├── index.rst ├── license.rst ├── make.bat ├── posts-papers.rst ├── readme.rst └── requirements.txt ├── examples ├── countries.py ├── literals.py ├── mutag.py ├── online-learning.py └── samplers.py ├── poetry.lock ├── pyproject.toml ├── pyrdf2vec ├── __init__.py ├── connectors.py ├── embedders │ ├── __init__.py │ ├── embedder.py │ ├── fasttext.py │ └── word2vec.py ├── graphs │ ├── __init__.py │ ├── kg.py │ └── vertex.py ├── rdf2vec.py ├── samplers │ ├── __init__.py │ ├── frequency.py │ ├── pagerank.py │ ├── sampler.py │ ├── uniform.py │ └── wide.py ├── typings.py ├── utils │ ├── __init__.py │ └── validation.py └── walkers │ ├── __init__.py │ ├── anonymous.py │ ├── community.py │ ├── halk.py │ ├── ngram.py │ ├── random.py │ ├── split.py │ ├── walker.py │ ├── walklet.py │ └── weisfeiler_lehman.py ├── samples ├── countries-cities │ └── entities.tsv └── mutag │ ├── mutag.owl │ ├── online-training.tsv │ ├── test.tsv │ └── train.tsv └── tests ├── __init__.py ├── embedders ├── __init__.py └── test_word2vec.py ├── samplers ├── __init__.py ├── test_frequency.py ├── test_pagerank.py ├── test_sampler.py ├── test_uniform.py └── test_wide.py ├── test_connectors.py ├── test_graph.py ├── test_rdf2vec.py ├── test_walkers_samplers.py └── walkers ├── __init__.py ├── test_anonymous.py ├── 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