EWC.GraphNeuralNetwok

Elastic Weight Conslidation for Graph Neural Network

utils.py

Utilities for running EWC functions

data_new.py

handling data object

currently i have only used cora dataset with random splitting

todos

new function for split type

0. random split
1. Location wise split
2. time wise split

References

Elastic Weight Consolidation (EWC): Nuts and Bolts[https://arxiv.org/abs/2105.04093]

PS – I am a beginner and the code is quite messy but i will fix it soon