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Théo Ryffel's Projects

ariann icon ariann

Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing

axa_challenge icon axa_challenge

Prediction of phone calls in the Axa Data Challenge - Winner team, 2017

charm icon charm

Charm: A Framework for Rapidly Prototyping Cryptosystems

collateral-learning icon collateral-learning

Collateral Learning - Functional Encryption and Adversarial Training on partially encrypted networks

crypten icon crypten

A framework for Privacy Preserving Machine Learning

csprng icon csprng

Cryptographically secure pseudorandom number generators for PyTorch

edsnlp icon edsnlp

Modular, fast NLP framework, compatible with Pytorch and spaCy, offering tailored support for French clinical notes.

emploi icon emploi

Offres d'emploi du manifeste écologique des professionnel.le.s de l'informatique

kmo icon kmo

X-projet mission (Junior enterprise) for the Kmo company, 2016

lfr icon lfr

Le Fil Rouge is a web store project for a fashion brand, 2017

models icon models

Models and examples built with TensorFlow

opacus icon opacus

Training PyTorch models with differential privacy

phenotec icon phenotec

Phenotec website update (launched 2012), 2018

polynomial-networks icon polynomial-networks

Experiments around polynomial networks, ie NN with polynomial activations (like the square)

pysyft icon pysyft

A Library for Private, Secure, Multi-Owner Deep Learning - Currently Pre Alpha

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

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