pietrobarbiero
PhD student and Research Assistant - Research on neurosymbolic AI and digital twins
University of CambridgeCambridge, UK
Pinned Repositories
algorithmic-concepts-reasoning
cola
Competitive layers for deep learning
constraint-learning
Constraint-based Learning with Neural Networks
digital-patient
entropy-lens
evofs
Multi-objective evolutionary algorithms for feature selection
logic_explained_networks
Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.
meco
MECO: Multi-objective Evolutionary Compression
pytorch_explain
PyTorch Explain: Interpretable Deep Learning in Python.
pytorch_concepts
pietrobarbiero's Repositories
pietrobarbiero/pytorch_explain
PyTorch Explain: Interpretable Deep Learning in Python.
pietrobarbiero/logic_explained_networks
Logic Explained Networks is a python repository implementing explainable-by-design deep learning models.
pietrobarbiero/digital-patient
pietrobarbiero/entropy-lens
pietrobarbiero/constraint-learning
Constraint-based Learning with Neural Networks
pietrobarbiero/evofs
Multi-objective evolutionary algorithms for feature selection
pietrobarbiero/cola
Competitive layers for deep learning
pietrobarbiero/dataset-characteristics
pietrobarbiero/project-template
Project template
pietrobarbiero/computational-patient
Computational patient model
pietrobarbiero/ghexin
The Growing Hierarchical Exin Neural Network (GH-EXIN)
pietrobarbiero/meco
MECO: Multi-objective Evolutionary Compression
pietrobarbiero/trust-me-setup
pietrobarbiero/blended-ai-research-group
pietrobarbiero/dbgen
Database for genetics
pietrobarbiero/gods21
pietrobarbiero/alphazero
pietrobarbiero/CALIME
Causality-Aware Local Interpretable Model Agnostic Explanations
pietrobarbiero/caraml-website
Content for the CaRAML website
pietrobarbiero/circular_convolution_layer
pietrobarbiero/dcr
Deep Concept Reasoning Pytorch Implementation
pietrobarbiero/DiffVAE
Code for Nature Scientific Reports 2020 paper: "Unsupervised generative and graph neural methods for modelling cell differentiation" by Ioana Bica, Helena Andrés-Terré, Ana Cvejic, Pietro Liò
pietrobarbiero/dual-ae
pietrobarbiero/phd-thesis
A LaTeX document class that conforms to the Computer Laboratory's PhD thesis formatting guidelines.
pietrobarbiero/pietrobarbiero
Config files for my GitHub profile.
pietrobarbiero/pytorch_concepts
Concept-Based Deep Learning Library for PyTorch
pietrobarbiero/relational-cbm
pietrobarbiero/SabberStone
Just another Hearthstone Simulator in C# .Net Core, with some A.I. approaches!
pietrobarbiero/starter-hugo-research-group
pietrobarbiero/torch-concepts