git clone https://github.com/TsingZ0/PFLlib.git Create proper environments (seeEnvironments). Build evaluation scenarios (seeDatasets and scenarios (updating)). Run evaluation: cd./system python main.py -data MNIST -m CNN -algo FedAvg -gr 2000 -did 0#using the MNIST dataset, the FedAvg al...
Personalized federated learning simulation platform with non-IID and unbalanced dataset - PFLlib/run.sh at master · LEON-gittech/PFLlib
env.sh env.yml env_cuda_latest.yaml environment.yml git-push.service git-push.sh gpu_utils.py main.py pip_requirements.txt requirements.txt run.sh runner.py start_auto_push.sh structure.pngBreadcrumbs PFLlib / env.sh Latest commit leon.kepler new 15e09e5· Jan 28, 2024 HistoryHistory ...
37 traditional FL (tFL) or personalized FL (pFL) algorithms, 3 scenarios, and 20 datasets. - PFLlib/ptdump.py at master · hpdic/PFLlib
Personalized federated learning simulation platform with non-IID and unbalanced dataset - PFLlib/environment.yml at master · LEON-gittech/PFLlib
Breadcrumbs PFLlib / README.mdTop File metadata and controls Preview Code Blame 457 lines (338 loc) · 26.2 KB Raw PFLlib: Personalized Federated Learning Library and Benchmark 🎯We built a beginner-friendly federated learning (FL) library and benchmark: master FL in 2 hours—run it on...