TNO PET Lab

The TNO PET Lab consists of generic software components, procedures, and functionalities developed and maintained on a regular basis to facilitate and aid in the development of PET solutions. The lab is a cross-project initiative allowing us to integrate and reuse previously developed PET functionalities to boost the development of new protocols and solutions.

The package tno.fl.protocols.logistic_regression v0.2.2.post1 is part of the TNO Python Toolbox.

tno.fl.protocols.logistic_regression’s documentation

Contents:

• logistic_regression package
  • logistic_regression.client module
    • Client
      • Client.SERVER_ID
      • Client.__init__()
      • Client.compute_gradient()
      • Client.compute_hessian()
      • Client.create_communication_pool()
      • Client.initial_model()
      • Client.load_data()
      • Client.preprocessing()
      • Client.run()
      • Client.send_weight_to_server()
  • logistic_regression.config module
    • Config
      • Config.clients
      • Config.data_columns
      • Config.from_file()
      • Config.get_client_by_name()
      • Config.hessian
      • Config.intercept
      • Config.learning_rate
      • Config.n_epochs
      • Config.server
      • Config.target_column
    • ConfigParser
      • ConfigParser.CLIENT_NAMES_KEY
      • ConfigParser.EXPERIMENT_DATA_COLUMNS_KEY
      • ConfigParser.EXPERIMENT_EPOCHS_KEY
      • ConfigParser.EXPERIMENT_INTERCEPT_KEY
      • ConfigParser.EXPERIMENT_LEARNING_RATE_KEY
      • ConfigParser.EXPERIMENT_SECTION
      • ConfigParser.EXPERIMENT_TARGET_COLUMN_KEY
      • ConfigParser.LIST_SEPARATOR
      • ConfigParser.PARTY_ADDRESS_KEY
      • ConfigParser.PARTY_PORT_KEY
      • ConfigParser.PARTY_SECTION
      • ConfigParser.PARTY_TRAIN_DATA_KEY
      • ConfigParser.SERVER_NAME_KEY
      • ConfigParser.__init__()
      • ConfigParser.load_config()
      • ConfigParser.parse_clients()
      • ConfigParser.parse_data_columns()
      • ConfigParser.parse_intercept()
      • ConfigParser.parse_learning_rate()
      • ConfigParser.parse_list()
      • ConfigParser.parse_n_epochs()
      • ConfigParser.parse_party()
      • ConfigParser.parse_server()
      • ConfigParser.parse_target_column()
      • ConfigParser.to_config()
    • Party
      • Party.address
      • Party.name
      • Party.port
      • Party.train_data_path
  • logistic_regression.msg_ids module
  • logistic_regression.server module
    • Server
      • Server.__init__()
      • Server.aggregate()
      • Server.create_communication_pool()
      • Server.get_gradients_from_clients()
      • Server.get_weights_from_clients()
      • Server.initial_model()
      • Server.preprocessing()
      • Server.run()

Indices and tables

• Index

• Module Index

• Search Page