Alessio Gravina 's repositories
dynamic_graph_benchmark
The official repository for the paper "Deep learning for dynamic graphs: models and benchmarks"
Anti-SymmetricDGN
Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"
covid19-drug-repurposing-with-DGNs
Official code repository for " Deep Graph Networks for Drug Repurposing with Multi-Protein Targets".
CTDG-learning-framework
Deep learning framework for Continuous-Time Dynamic Graphs. The framework allows to run robust model selection and assessment.
image-segmentation
Image segmentation with K-means and Ncut algorithm
AI_Fundamental
Artificial Intelligence Fundamentals assignment - AC3 and AC4 implementation
cardsVSbots
Twitter bot using Python and Tracery
cognitive-modelling
Cognitive modelling framework for Probabilistic and Distance based approaches
DGNs-for-schizophrenia
Official code repository for "Controlling astrocyte-mediated synaptic pruning signals for schizophrenia drug repurposing with Deep Graph Networks".
FeedForward-NeuralNetwork
Feed Forward Neural Network + linear models implemetnation.
image_watermarking
Multiple approaches for image watermarking
MonteCarloTreeSearch
This project implements Monte Carlo Tree Search (MCTS) using Python3 to play Chess, TicTacToe, and Connect4.
non-dissipative-propagation-CTDGs
Official reference implementation of our paper "Effective Non-Dissipative Propagation for Continuous-Time Dynamic Graphs" accepted at Temporal Graph Learning Workshop @ NeurIPS 2023
pytorch_geometric
Graph Neural Network Library for PyTorch
pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)