Valérian Rey
ValerianRey
AI Research Engineer / Data Scientist specialized in deep learning (PyTorch). Maintainer of @SimplexLab /TorchJD. Open to work (contact me on LinkedIn).
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Repos
33
Stars
57
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26
Top Language
Python
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Top Repositories
Detection of IoT devices infected by malwares from their network communications, using federated machine learning
Setup an MCP server to do RAG over any public GitHub repo or any of your private repos
Repository for the hackathon CodeVsCovid19
Deep learning experiments with Jacobian descent
Exploration of many IoT Intrusion Detection System datasets.
Repositories
33Detection of IoT devices infected by malwares from their network communications, using federated machine learning
Setup an MCP server to do RAG over any public GitHub repo or any of your private repos
The Sphinx documentation generator
No description provided.
Library for Jacobian descent with PyTorch. It enables optimization of neural networks with multiple losses (e.g. multi-task learning).
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Exploration of many IoT Intrusion Detection System datasets.
Small educational project to learn how to write cuda kernels
Quadratic Programming Solver
No description provided.
2024 up-to-date list of DATASETS, CODEBASES and PAPERS on Multi-Task Learning (MTL), from Machine Learning perspective.
Quadratic programming solvers in Python with a unified API
A PyTorch Library for Multi-Task Learning
Deep learning experiments with Jacobian descent
No description provided.
EPFL Machine Learning Course, Fall 2021
No description provided.
Hidden Markov Models in Python, with scikit-learn like API
Extracting meaningful health information from large accelerometer datasets
Self-supervised learning for wearables using the UK-Biobank (>700,000 person-days)
A playbook for systematically maximizing the performance of deep learning models.
Machine learning metrics for distributed, scalable PyTorch applications.
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
Mini-Project to apply classification on satellite images
A social networking service scraper in Python
Github pages repo
This repository contains the website for the CodeVsCovid19 hackathon project about covid19 research papers
No description provided.
Repository for the hackathon CodeVsCovid19
Address Book sample application (Level 4)