nvflare.app_opt.xgboost.tree_based package

Submodules

• nvflare.app_opt.xgboost.tree_based.bagging_aggregator module
  • XGBBaggingAggregator
    • XGBBaggingAggregator.accept()
    • XGBBaggingAggregator.aggregate()
• nvflare.app_opt.xgboost.tree_based.executor module
  • FedXGBTreeExecutor
    • FedXGBTreeExecutor.execute()
    • FedXGBTreeExecutor.finalize()
    • FedXGBTreeExecutor.handle_event()
    • FedXGBTreeExecutor.initialize()
    • FedXGBTreeExecutor.train()
  • mask_sum_hessian()
• nvflare.app_opt.xgboost.tree_based.model_persistor module
  • XGBModelPersistor
    • XGBModelPersistor.handle_event()
    • XGBModelPersistor.load_model()
    • XGBModelPersistor.save_model()
• nvflare.app_opt.xgboost.tree_based.shareable_generator module
  • XGBModelShareableGenerator
    • XGBModelShareableGenerator.learnable_to_shareable()
    • XGBModelShareableGenerator.shareable_to_learnable()
• nvflare.app_opt.xgboost.tree_based.utils module
  • update_model()

Module contents