federated-learning

OpenMined

Google Drive with progress documentation: Here

Basic installation: Here
For Windows: Docker, wsl, conda environment, syft package, hagrid package

Using PyGrid with not autoDP data types (DP = differential privacy)

Relevant tutorial notebooks from OpenMined:

• Duet-Basics
• Duet-FL

Mock API notebooks: DS requests results on autoDP vs not autoDP data types

• Request on no autoDP
• Request on autoDP
• Data analysis on both autoDP and no autoDP

Next: look into using PyGrid with autoDP data type

Especially: using PyTorch models on autoDP data type
Relevant tutorial notebooks from OpenMined:

• Medical federated learning (MedNIST example)

NVIDIA FLARE

Google Drive with progress documentation: Here
Tutorials on Python class objects, error handling, Pytorch: Here

Basic installation: Here