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asi_2022

This repository containts the labs and the final homewrok for the University course Advanced Statistical Inference @ Eurecom

big-data-computing

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.

concurrent_systems_2021

Homeworks - Master's course of Concurrent System a.y. 2020/2021

crypten

A framework for Privacy Preserving Machine Learning

crypten_lr_clear_model

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"

distributed_keygen

TNO MPC Lab - Protocols - Distributed Keygen

dlai-s2-2020

Teaching material for the course of Deep Learning and Applied AI, 2nd semester 2020, Sapienza University of Rome

dlai-s2-2020-tutorials

Deep Learning & Applied AI: Tutorials

fds_2020

Final Project - Master's course of Fundamentals of Data Science a.y. 2019/20

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

gitignore

A collection of useful .gitignore templates

glucose-prediction

haskell-pratice

A collection of Haskell's exercises solution, the most are picked from the book Parcatical Haskell.

keys_distribution

learning-to-learn

Learning to Learn in TensorFlow

learning-to-learn-by-gradient-descent-by-gradient-descent

Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"

mlcs_2020

Homeworks - Master's course of Mathematical Logic for Computer Science a.y. 2019/20

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.

nusmv-goal-controller

Project of Formal Methods, Sapienza University of Rome.

os-university-project

pl-mnist

PyTorch Lightning for MNIST

pp_dipy

Extension of Dipy with Privacy Enhancing Technologies

ppir_pc