Denoising Graph Neural Networks
This repository is the implementation of Denoising Graph Neural Networks. This is original a fork of powerful-gnns (How Powerful are Graph Neural Networks.
Installation
Install PyTorch following the instuctions on the [official website] (https://pytorch.org/). The code has been tested over PyTorch 0.4.1 and 1.0.0 versions.
Then install the other dependencies.
pip install -r requirements.txt
Test run
Unzip the dataset file
unzip dataset.zip
and run
python main.py
Default parameters are not the best performing-hyper-parameters. Hyper-parameters need to be specified through the commandline arguments.
Type
python main.py --help
to learn hyper-parameters to be specified.