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Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

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Doc2Graph

This library is fork development from https://github.com/andreagemelli/doc2graph.

pip install torch==1.11.0+cu113 torchvision==0.12.0+cu113 torchaudio==0.11.0 --extra-index-url &&
https://download.pytorch.org/whl/cu113 &&
pip install dgl-cu113 dglgo -f https://data.dgl.ai/wheels/repo.html &&
pip install setuptools-git-versioning && pip install -e . &&
pip install https://github.com/explosion/spacy-models/releases/download/en_core_web_lg-3.3.0/en_core_web_lg-3.3.0.tar.gz

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Doc2Graph transforms documents into graphs and exploit a GNN to solve several tasks.

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  • Jupyter Notebook 93.9%
  • Python 6.1%