nvflare.app_opt.xgboost package

Subpackages

• nvflare.app_opt.xgboost.histogram_based package
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based.constants module
      • XGBShareableHeader
    • nvflare.app_opt.xgboost.histogram_based.controller module
      • XGBFedController
    • nvflare.app_opt.xgboost.histogram_based.executor module
      • FedXGBHistogramExecutor
      • XGBoostParams
  • Module contents
• nvflare.app_opt.xgboost.histogram_based_v2 package
  • Subpackages
    • nvflare.app_opt.xgboost.histogram_based_v2.adaptors package
      • Submodules
      • Module contents
    • nvflare.app_opt.xgboost.histogram_based_v2.mock package
      • Submodules
      • Module contents
    • nvflare.app_opt.xgboost.histogram_based_v2.proto package
      • Submodules
      • Module contents
    • nvflare.app_opt.xgboost.histogram_based_v2.runners package
      • Submodules
      • Module contents
    • nvflare.app_opt.xgboost.histogram_based_v2.sec package
      • Subpackages
      • Submodules
      • Module contents
  • Submodules
    • nvflare.app_opt.xgboost.histogram_based_v2.aggr module
      • Aggregator
    • nvflare.app_opt.xgboost.histogram_based_v2.controller module
      • ClientStatus
      • XGBController
    • nvflare.app_opt.xgboost.histogram_based_v2.csv_data_loader module
      • CSVDataLoader
    • nvflare.app_opt.xgboost.histogram_based_v2.defs module
      • Constant
    • nvflare.app_opt.xgboost.histogram_based_v2.executor module
      • XGBExecutor
    • nvflare.app_opt.xgboost.histogram_based_v2.fed_controller module
      • XGBFedController
    • nvflare.app_opt.xgboost.histogram_based_v2.fed_executor module
    • nvflare.app_opt.xgboost.histogram_based_v2.grpc_client module
      • GrpcClient
    • nvflare.app_opt.xgboost.histogram_based_v2.grpc_server module
      • GrpcServer
  • Module contents
• nvflare.app_opt.xgboost.tree_based package
  • Submodules
    • nvflare.app_opt.xgboost.tree_based.bagging_aggregator module
      • XGBBaggingAggregator
    • nvflare.app_opt.xgboost.tree_based.executor module
      • FedXGBTreeExecutor
    • nvflare.app_opt.xgboost.tree_based.model_persistor module
      • XGBModelPersistor
    • nvflare.app_opt.xgboost.tree_based.shareable_generator module
      • XGBModelShareableGenerator
    • nvflare.app_opt.xgboost.tree_based.utils module
      • update_model()
  • Module contents

Submodules

• nvflare.app_opt.xgboost.data_loader module
  • XGBDataLoader
    • XGBDataLoader.client_id
    • XGBDataLoader.data_split_mode
    • XGBDataLoader.initialize()
    • XGBDataLoader.load_data()
    • XGBDataLoader.rank
• nvflare.app_opt.xgboost.metrics_cb module
  • MetricsCallback
    • MetricsCallback.after_iteration()

Module contents