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FedML Installation on Windows OS

This tutorial guides you to install FedML python library on Windows. The following instruction has been tested for Windows 11 on 64-bit operating system, x64-based processor. Please post issues to our GitHub if you met any issues.

  • Python Installation on Windows: https://k0nze.dev/posts/how-install-python-on-windows-11/?msclkid=3785d45dce8911ecbae4ea89f38f9f29

  • Conda Installation on Windows: https://docs.conda.io/projects/conda/en/latest/user-guide/install/windows.html

  • Git Installation on Windows: https://git-scm.com/download/win

  • GitHub Installation on Windows: https://nerdschalk.com/how-to-install-and-use-git-on-windows-11/?msclkid=b6ebbab3ce8a11ecb8af70df029276d3

Install with conda

conda create --name fedml python
conda activate fedml
conda install --name fedml pip
pip install fedml

Install MPI on Windows


Install from the source code

First please install “Microsoft C++ Build Tools”: https://visualstudio.microsoft.com/visual-cpp-build-tools/

Install from Docker