FedEval
latest
1. Introduction
2. Environments
3. Tutorials
3.1. Quick Start (single experiment using terminal)
3.2. Running Multiple Experiments (using scripts)
3.3. Get to know the three configurations
3.4. Get to know the FedEval.run and FedEval.run_util
3.5. Customization
3.6. Interface of FL Algorithms
3.7. Interface of Callback Functions
4. Benchmarks
5. API Reference
FedEval
3.
Tutorial
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3.
Tutorial
3.1. Quick Start (single experiment using terminal)
3.1.1. Generate the data and docker-compose file
3.1.2. Start the Experiment
3.1.3. View the results
3.1.4. Stop the Experiment
3.1.5. Dashboard Example
3.2. Running Multiple Experiments (using scripts)
3.2.1. Start the experiments
3.2.2. Check the results
3.3. Get to know the three configurations
3.3.1. Data Config
3.3.2. Model Config
3.3.3. Runtime Config
3.3.4. Access Configuraitons Anywhere & Anytime
3.3.5. Want to Modify the Configuration Scheme?
3.4. Get to know the FedEval.run and FedEval.run_util
3.4.1. FedEval.run.__main__
3.4.2. FedEval.run_util.run
3.5. Customization
3.5.1. Customize the dataset
3.5.2. Customize the ML model
3.5.3. Customize the FL strategies
3.6. Interface of FL Algorithms
3.7. Interface of Callback Functions