Steve Azzolin's starred repositories
OptiPrompt
[NAACL 2021] Factual Probing Is [MASK]: Learning vs. Learning to Recall https://arxiv.org/abs/2104.05240
adv-prob-mod-24
Mini site for the "Advanced probabilistic modeling: from generative to neuro-symbolic AI" course for PhD students at the Unvesity of Trento 23/24
gnn_logic_global_expl
Official repository of GLGExplainer (ICLR2023)
gdl_tutorial_turinginst
Material for the hands-on tutorial on Graph Deep Learning held at the Alan Turing Institute
reasoning-shortcuts
Codebase for the paper: Not All Neuro-Symbolic Concepts Are Created Equal: Analysis and Mitigation of Reasoning Shortcuts
hypergraphx
HGX is a multi-purpose, open-source Python library for higher-order network analysis
pytorch_geometric
Graph Neural Network Library for PyTorch
Explaining-the-Explainers-in-Graph-Neural-Networks
Repository associated to the paper: "Explaining the Explainers in Graph Neural Networks: a Comparative Study"
awesome-graph-explainability-papers
Papers about explainability of GNNs
trinet-identity-attribute-recognition
A multi-task learning approach to person re-identification and attribute recognition. Written in PyTorch, trained and evaluated on the Market-1501 dataset.
non-rigid-object-tracking
A set of algorithms for non-rigid tracking of multiple objects in videos from different domains.