NIP-GCN

Setup

Requires python >= 3.8.5

  1. Clone the repo
git clone https://github.com/ManishChandra12/NIP-GCN.git
  1. Install virtualenv
pip install virtualenv
  1. cd to the project directory
cd NIP-GCN
  1. Create the virtual environment
virtualenv env
  1. Activate the virtual environment
source env/bin/activate
  1. Run the setup script
./setup.sh

Training and Evaluation

  1. Run the following to train and evaluate on M10 dataset
./run.sh

Change M10 in run.sh and self.dataset in config.py to dblp, covid or covid_title to train and evaluate on DBLP, Covid-Full and Covid-Title datasets respectively. Refer to config.py for other hyperparameter settings.