Claudio's repositories
this-does-not-look-like-that
Code for the experiments of the ICML 2021 Interpretability workshop paper "This Looks Like That... Does it? Shortcomings of Latent Space Prototype Interpretability in Deep Networks"
this_reads_like_that
This is the code for the EMNLP 2023 publication: "This Reads Like That: Deep Learning for Interpretable Natural Language Processing"
SMILES_classifier
Toxicity Classifier based of molecules based their SMILES representation
colon_cancer_segmentation
Colon cancer segmentation based on 3D CT scans with U-Net.
hidden_uncertainty_active_learning
Semester Project 2 at ETH: "Hidden Uncertainty for Active Learning"
python_snake
This repository contains an implementation of the snake game written in python. The main goal of this project is to implement an automatic player with reinforced learning to play the game of snake.
dna_splice_site_prediction
Human and C. elegans DNA sequence splice site prediction, based on traditional machine learning models and SpliceAI.
emotion_classifier
Deployment of an emotion classifier via docker
alpaca_eval
An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.
fanconic.github.io
Personal Webpage
finance_tracker
Repository to follow data from stock markets and do some regression modelling. Implemented by Giovanni and Claudio
image_classifier_bot
Multithreaded Telegram Bot that can classify images via a TCP connection
Label-Free-XAI
This repository contains the implementation of Prototype Autoencoders
movie_recommender_bot
Telegram Bot that recommends movies using user-based collaborative filtering
neuromorphic_robot
Semester Project at ETH Zürich, at the Institute for Neural Informatics.
representation-disentanglement
Code for paper: Representation Disentanglement for Multi-modal Brain MR Analysis. Accepted by IPMI 2021.
sentiment_bot
Telegram ChatBot which replies if a sent message is a good or bad movie review.
spatial-transformer-tensorflow
🐝Tensorflow Implementation of Spatial Transformer Networks
vision
Datasets, Transforms and Models specific to Computer Vision
ydata-synthetic
Synthetic structured data generators