FLGo
A research-oriented federated learning platform for fast developing and benchmarking FL algorithms.
Key Features
- Algorithm Development Friendly - highly integration, flexible APIs, and few codes.
- Comprehensive Benchmarks - 20+ built-in benchmarks across CV, NLP, Graph, and Tabular datasets. API for customizing personal datasets into federated ones.
- Real-world Simulation - arbitrarily customized simulation for scenarios like mobile, IoT, ...
- Experiment Tools - easy to manage experimental records and conduct analysis.
Installation
# 1. update pip
pip install --upgrade pip
# 2. install flgo through pip
pip install flgo