Graph Neural Network - Deep Learning Project

Objective: System Failure Prediction using GNN

Dataset: I have a dataset

I am in the journey of learning GNN, GNN + LSTM, GNN + GRU , GRU + GNN

But I am getting always 100% accuracy and 1 F1 score. Can you please take a look?

I have added edges to draw my graph, and features for predicting system failure.


I attached my jupyter and open source dataset that i have used, and I can attach you the dataset as it is large to be attached here.

( this is a learning project)