Riccardo Taiello's repositories
big-data-taxi-fare-amount
BigData: The goal is to be able to create a model capable of predicting the taxi fare in New York.
pp_image_registration
Privacy Preserving Image Registration
distributed_common_modulus
Implementation of Sections 3.1, 3.2 and 3.3 of "An implementation of the Paillier crypto system with threshold decryption without a trusted dealer"
nusmv-goal-controller
Project of Formal Methods, Sapienza University of Rome.
concurrent_systems_2021
Homeworks - Master's course of Concurrent System a.y. 2020/2021
CrypTen
A framework for Privacy Preserving Machine Learning
distributed_keygen
TNO MPC Lab - Protocols - Distributed Keygen
Federated-Learning-PyTorch
Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data
FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
flower
Flower: A Friendly Federated Learning Framework
learning-to-learn
Learning to Learn in TensorFlow
MP-SPDZ
Versatile framework for multi-party computation
Naive-Bayes
Implements Naive Bayes and Gaussian Naive Bayes Machine learning Classification algorithms from scratch in Python.
nn-template
Generic template to bootstrap your PyTorch project with PyTorch Lightning, Hydra, W&B, and DVC.
nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Pyfhel
PYthon For Homomorphic Encryption Libraries, perform encrypted computations such as sum, mult, scalar product or matrix multiplication in Python, with NumPy compatibility. Uses SEAL/PALISADE as backends, implemented using Cython.
python-register
Linear and non-linear image registration methods, using scipy and numpy.
pytorch-grad-cam
Many Class Activation Map methods implemented in Pytorch for CNNs and Vision Transformers. Including Grad-CAM, Grad-CAM++, Score-CAM, Ablation-CAM and XGrad-CAM