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FEDML Examples (Including Prebuilt Jobs in Jobs Store)

  • FedML/python/examples -- examples for training, deployment, and federated learning
    • FedML/python/examples/launch -- examples for TensorOpera®Launch
    • FedML/python/examples/serving -- examples for TensorOpera®Deploy
    • FedML/python/examples/train -- examples for TensorOpera®Train
    • FedML/python/examples/cross_cloud -- examples for TensorOpera®Train cross-cloud distributed training
    • FedML/python/examples/federate/prebuilt_jobs -- examples for federated learning prebuilt jobs (FedCV, FedNLP, FedGraphNN, Healthcare, etc.)
    • FedML/python/examples/federate/cross_silo -- examples for cross-silo federated learning
    • FedML/python/examples/federate/cross_device -- examples for cross-device federated learning
    • FedML/python/examples/federate/simulation -- examples for federated learning simulation
    • FedML/python/examples/federate/security -- examples for TensorOpera®Federate security related features
    • FedML/python/examples/federate/privacy -- examples for TensorOpera®Federate privacy related features
    • FedML/python/examples/federate/federated_analytics -- examples for TensorOpera®Federate federated analytics (FA)