jeandut's repositories
tensorflow-models
My poor implementations of a few successful neural networks.
deep-leakage-from-gradients
[NeurIPS 2019] Deep Leakage From Gradients https://arxiv.org/abs/1906.08935
fedeca
Mirror of the code repository associated with the FedECA article
FedML
FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).
FLamby
This repository gathers the materials of the FL-datasets public initiative.
HEnorm_python
H&E histopathological staining normalization
HistoSSLscaling
Code associated to the publication: Scaling self-supervised learning for histopathology with masked image modeling, A. Filiot et al., MedRxiv (2023).
results
Benchopt benchmark results
substra
Substra is a framework for traceable ML orchestration on decentralized sensitive data.