FedProtocol (Developing)

A protocol-based Federated Learning Framework.

Requirements

• python >= 3.8
• pycrypto >= 2.6.1: needed for Private Set Intersection (PSI)
• (Optional) Code Formatter:
  • black: better code formatter Installation
  • isort: sort imports Installation

TCP

• fastapi
• uvicorn[standard]
• requests

Spark (Developing)

• python-multipart
• pyspark==2.4.8
• hdfs

Note

由于重构的原因，目前只有针对于 Local 和 TCP 模式下的测试可以运行，Spark 模式还在开发中。

Acknowledgments

• delta-mpc/python-psi