Awesome FL
- Introduction
- Federated Learning
- 1. Core Concepts
- 1.1. Flavors of FL
- 1.2. Client
- 1.3. Server
- 1.4. Aggregation
- 2. Horizontal FL
- 2.1. Vanilla FL
- 2.1.1. FedSGD
- 2.1.2. FedAvg
- 2.2. Robust Global FL
- 2.2.1. FedOpt
- 2.2.2. FedProx
- 2.2.3. MOON
2.3. Personalized FL
2.3.1. FedPer
2.3.2. FENDA-FL
2.3.3. Ditto
3. Vertical FL
3.1. Advanced Strategies