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2.4

Introduction

  • What is Federated Learning?
  • NVIDIA FLARE Overview
  • What’s New
  • Getting Started

Guides

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  • Contributing
  • API
    • nvflare package
      • Subpackages
        • nvflare.apis package
        • nvflare.app_common package
        • nvflare.app_opt package
          • Subpackages
            • nvflare.app_opt.confidential_computing package
            • nvflare.app_opt.he package
            • nvflare.app_opt.lightning package
            • nvflare.app_opt.psi package
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            • nvflare.app_opt.sklearn package
            • nvflare.app_opt.statistics package
            • nvflare.app_opt.tf package
            • nvflare.app_opt.tracking package
            • nvflare.app_opt.xgboost package
              • Subpackages
                • nvflare.app_opt.xgboost.histogram_based package
                • nvflare.app_opt.xgboost.histogram_based_v2 package
                • nvflare.app_opt.xgboost.tree_based package
              • Submodules
              • Module contents
          • Module contents
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NVIDIA FLARE
  • nvflare
  • nvflare package
  • nvflare.app_opt package
  • nvflare.app_opt.xgboost package
  • nvflare.app_opt.xgboost.histogram_based package
  • Edit on GitHub

nvflare.app_opt.xgboost.histogram_based package¶

Submodules¶

  • nvflare.app_opt.xgboost.histogram_based.constants module
    • XGBShareableHeader
      • XGBShareableHeader.RANK_MAP
      • XGBShareableHeader.WORLD_SIZE
      • XGBShareableHeader.XGB_FL_SERVER_PORT
      • XGBShareableHeader.XGB_FL_SERVER_SECURE
  • nvflare.app_opt.xgboost.histogram_based.controller module
    • XGBFedController
      • XGBFedController.control_flow()
      • XGBFedController.process_result_of_unknown_task()
      • XGBFedController.start_controller()
      • XGBFedController.stop_controller()
  • nvflare.app_opt.xgboost.histogram_based.executor module
    • FedXGBHistogramExecutor
      • FedXGBHistogramExecutor.execute()
      • FedXGBHistogramExecutor.handle_event()
      • FedXGBHistogramExecutor.initialize()
      • FedXGBHistogramExecutor.train()
      • FedXGBHistogramExecutor.xgb_train()
    • XGBoostParams

Module contents¶

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