ValerianRey

fed_iot_guard

Detection of IoT devices infected by malwares from their network communications, using federated machine learning

Browser-19

Repository for the hackathon CodeVsCovid19

secprint

hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

AddressBook

Address Book sample application (Level 4)

biobankAccelerometerAnalysis

Extracting meaningful health information from large accelerometer datasets

Covid19_Papers

This repository contains the website for the CodeVsCovid19 hackathon project about covid19 research papers

Covid19_Papers_V2

federated_learning_attack

Super short project showing a potential attack against federated learning.

Fibonacci

Graph_Visualization

Github pages repo

IDS_dataset_exploration

Exploration of many IoT Intrusion Detection System datasets.

jde

Deep learning experiments with Jacobian descent

LSTM

Just a few experiments to understand LSTMs (or other RNNs) better

metrics

Machine learning metrics for distributed, scalable PyTorch applications.

ML_course

EPFL Machine Learning Course, Fall 2021

ntds_2019

Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

pixray

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Pytorch-UNet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

satellite

Mini-Project to apply classification on satellite images

snscrape

A social networking service scraper in Python

ssl-wearables

Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)

tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.