![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
gnntf: A Flexible Deep Graph Neural Network Framework
This repository provides a framework for easy experimentation with Graph Neural Network (GNN) architectures by separating them from predictive components.
![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
Decentralized-gnn
A package for implementing and simulating decentralized Graph Neural Network algorithms for classification of peer-to-peer nodes.
![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
JGNN library for native Java implementation of graph neural networks
Graph Neural Networks (GNNs) have seen a dramatic increase in popularity thanks to their ability to understand relations between graph nodes.
![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
Word-Class Embeddings for Multiclass Text Classification
Code for Word-Class Embeddings (WCEs), a form of supervised embeddings especially suited for multiclass text classification.
![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
CO2A – Contrastive Conditional domain Alignment
A novel unsupervised domain adaptation approach for action recognition from videos, inspired by recent literature on contrastive learning.
![Software resources](/themes/adrae/images/adr-awareness-centre/Software_resources.png)
Neighborhood Contrastive Learning for Novel Class Discovery
A holistic learning framework for Novel Class Discovery (NCD), which adopts contrastive learning to learn discriminate features with both the labeled and unlabeled data.