AlexDuvalinho

geometric-gnns

List of Geometric GNNs for 3D atomic systems

GraphSVX

Explanation method for Graph Neural Networks (GNNs)

HoscPool

Higher-order clustering and pooling for GNNs

Dynamic-Graph-Networks

Fine-grained dynamic graph for novel comprehension

Explainable-Artificial-Intelligence-XAI-

Master Research Project, University of Warwick

GNNE_eval

Evaluate GraphSHAP using GNNE's eval pipeline

MailClassification

Kaggle competition about a mail classification task

GraphSHAP

alexduvalinho.github.io

phast

PyTorch implementation for PhAST: Physics-Aware, Scalable and Task-specific GNNs for Accelerated Catalyst Design

AI_Vampire_vs_Werewolves

AITextGenerator

Cooking-Recipe-Reco

Recommendation system for cooking recipes

DAMO-ConvAI

DAMO-ConvAI: The official repository which contains the codebase for Alibaba DAMO Conversational AI.

Deep-Reinforcement-Learning-

Mini Project

first-website

geometric-gnn-dojo

Geometric GNN Dojo provides unified implementations and experiments to explore the design space of Geometric Graph Neural Networks.

GNNPapers

Must-read papers on graph neural networks (GNN)

ImageSegmentation

Image Segmentation with an adapted Krager-Stein's algorithm

LinkPrediction-Graph

Link prediction task for a citation network

one_shot_classification_and_detection

One Shot Detection of Cereals Boxes on query images (without using deep learning)

Pfizer_Decision_Modelling

Decision Modelling problem for the company Pfizer

pytorch_geometric

Graph Neural Network Library for PyTorch

Rethinking-pooling-in-GNNs

Spectral-Clustering-with-Graph-Neural-Networks-for-Graph-Pooling

Experimental results obtained with the MinCutPool layer as presented in the 2020 ICML paper "Spectral Clustering with Graph Neural Networks for Graph Pooling"