Hello World Examples

Hello World examples can be run from the hello_world notebook.

• Deep Learning to Federated Learning (GitHub)
• Step-by-Step Examples (GitHub)
• Hello FedAvg with NumPy
  • Before You Start
  • Introduction
  • NVIDIA FLARE Job API
    • Define a FedJob
    • Define the Controller Workflow
    • Add Clients
    • Optionally Export the Job or Run in Simulator
  • NVIDIA FLARE Client Training Script
  • Running the Job API Script
  • Previous Versions of this Example (previously Hello Scatter and Gather)
• Hello Cross-Site Validation
  • Before You Start
  • Prerequisite
  • Introduction
  • Training
  • Implementing the Validator
    • Application Configuration
  • Cross site validation!
    • Running the FL System
    • Understanding the Output
    • Accessing the results
    • Shutdown FL system
  • Previous Versions of Hello Cross-Site Validation
• Hello Cyclic Weight Transfer (GitHub)
• Hello PyTorch with Job API
  • Before You Start
  • Introduction
  • NVIDIA FLARE Job API
  • NVIDIA FLARE Client Training Script
    • Neural Network
    • Dataset & Setup
    • Local Train
  • NVIDIA FLARE Server & Application
    • Client Configuration
  • Previous Versions of Hello PyTorch
• Hello TensorFlow with Job API
  • Before You Start
  • Introduction
  • NVIDIA FLARE Job API
  • NVIDIA FLARE Client Training Script
    • Neural Network
    • Dataset & Setup
    • Client Local Train
  • NVIDIA FLARE Server & Application
    • Client Configuration
  • Previous Versions of Hello TensorFlow (previously Hello TensorFlow 2)
• Hello Client Controlled Workflow (GitHub)