Matteo Rizzo's repositories
fc4-pytorch
A PyTorch implementation of FC4: Fully Convolutional Color Constancy with Confidence-weighted Pooling
saliency-faithfulness-eval
A suite of tests to assess attention faithfulness for explainability
kuzushiji-recognition
Kuzushiji characters recognition based on CenterNet
MotionClassificationCNN
Transposition of a neuroscientific experiment about the recognition of implicit movement within glass patterns via neural networks.
RandomPotionsGenerator.github.io
A simple UI to generate random D&D potions
attention-vis-for-sequential-data
Visualisations of attention weights using RNN encoders for sequential data
autochart-demo
A prototype simulation of AI for nursing
explainable-banana-ripeness-classification
This repository contains the code related to the paper "Stop overkilling simple tasks with black-box models, use more transparent models instead"
explainable-rag
RAG architecture for explainability.
explainable-tcc
Explainable neural network architecture for Temporal Color Constancy (TCC)
layers-of-explainability
This repository contains the implementation for the paper "Crossing the Divide: Designing Layers of Explainability". It presents a novel approach to text classification that emphasizes explainability without significantly compromising performance.
nlp-for-surveys
NLP pipeline of topic extraction, text summarization, and useful visualizations for surveys
periodic-tabular-dl
Implementation of Fourier- and Chebyshev-based networks for classification and regression on tabular data
smart-contracts-vulnerabilities-ml-detector
A Machine Learning (ML) detector for vulnerabilities in smart contracts
statistical-analysis
Python scripts for statistical analysis
C4
The code for AAAI 2020 paper "Cascading Convolutional Color Constancy"
curated-ml-examples
A curated selection of ML examples via Colab notebooks
dental-ai-demo
A prototype simulation for Dental AI
FunctionalLanguagesProgrammingInHaskell
Course of functional languages based on the book Programming in Haskell by G. Hutton
LIPsPredictor
A Python software for the identification of LIPs in PDB structures.
matteo-rizzo
Config files for my GitHub profile.
remote-cognitive-walkthrough
A simple website to lead cognitive walkthroughs of mobile applications
smart-contracts-dataset-generation
Generating a dataset of smart contracts affected by reentrancy using LLMs
tcc-website
A website to showcase TCC research and datasets