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Software implementation of Pyramidal Reservoir Graph Neural Networks

Home Page: https://arxiv.org/abs/2104.04710

Python 100.00%
graph-classification graph-neural-networks graph-pooling reservoir-computing

pyramidal-reservoir-graph-neural-networks's Introduction

Software implementation of the Pyramidal Reservoir Graph Neural Networks, as presented in the original paper:

@article{bianchi2022pyramidal,
  title={Pyramidal Reservoir Graph Neural Network},
  author={Bianchi, Filippo Maria and Gallicchio, Claudio and Micheli, Alessio},
  journal={Neurocomputing},
  volume={470},
  pages={389--404},
  year={2022},
  publisher={Elsevier}
}
  • The Graph classification experiments can be reproduced with the script main_class.py.
  • The Embedding visualization experiments can be reproduced with the script main_lda.py

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