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Home
User Documentation
About
More
Funding
News
Contributors
Users
Roadmap
Contact Us
Getting Started
What's Fed-BioMed
Basic Example
Fedbiomed Architecture
Fedbiomed Workflow
Tutorials
Installation
Software Installation
Setting Up Environment
PyTorch
PyTorch MNIST Basic Example
How to Create Your Custom PyTorch Training Plan
PyTorch Used Cars Dataset Example
PyTorch aggregation methods in Fed-BioMed
Transfer-learning in Fed-BioMed tutorial
MONAI
Federated 2d image classification with MONAI
Federated 2d XRay registration with MONAI
Scikit-Learn
MNIST classification with Scikit-Learn Classifier (Perceptron)
Fed-BioMed to train a federated SGD regressor model
Implementing other Scikit Learn models for Federated Learning
Optimizers
Advanced optimizers in Fed-BioMed
FLamby
General Concepts
FLamby integration in Fed-BioMed
Advanced
In Depth Experiment Configuration
PyTorch model training using a GPU
Breakpoints
Security
Using Differential Privacy with OPACUS on Fed-BioMed
Local and Central DP with Fed-BioMed: MONAI 2d image registration
Training Process with Training Plan Management
Training with Secure Aggregation
End-to-end Privacy Preserving Training and Inference on Medical Data
Biomedical data
Brain Segmentation
User Guide
Glossary
Deployment
Introduction
VPN Deployment
Network matrix
Security model
Node
Configuring Nodes
Deploying Datasets
Training Plan Management
Using GPU
Node GUI
Researcher
Training Plan
Training Data
Experiment
Aggregation
Listing Datasets and Selecting Nodes
Model Validation on the Node Side
Tensorboard
Optimization
Secure Aggregation
Introduction
Configuration
Managing Secure Aggregation in Researcher
Developer
API Reference
Common
Certificate Manager
CLI
Config
Constants
Data
DB
Environ
Exceptions
IPython
Json
Logger
Message
Metrics
Model
MPC controller
Optimizers
Privacy
Secagg
Secagg Manager
Serializer
Singleton
Synchro
TasksQueue
TrainingPlans
TrainingArgs
Utils
Validator
Node
CLI
CLI Utils
Config
DatasetManager
Environ
HistoryMonitor
Node
NodeStateManager
Requests
Round
Secagg
Secagg Manager
TrainingPlanSecurityManager
Researcher
Aggregators
CLI
Config
Datasets
Environ
Federated Workflows
Filetools
Jobs
Monitor
NodeStateAgent
Requests
Secagg
Strategies
Transport
Client
Controller
NodeAgent
Server
Usage and Tools
Continuous Integration
Definition of Done
Testing in Fed-BioMed
RPC Protocol and Messages
About Nodes specificities and configurations
Nodes configuration