Contents Menu Expand Light mode Dark mode Auto light/dark, in light mode Auto light/dark, in dark mode Skip to content
p2pfl 0.4.0 documentation
Logo
  • 📘 Introduction
  • 📥 Installation
  • 🚀 Quickstart
  • 🏛️ Components
    • 🌐 Node
    • 💡 Learning
      • 🧠 Learners
      • 🗂️ Datasets
      • 🧩 Aggregators
    • 🔄 Workflows
    • 🚦 Node State
    • 📝 Logger
    • 📡 Communication Protocols
    • ⌨️ Commands
  • 🌐 P2PFL Web Services
  • 👨‍🏫 Tutorials
    • 💻 Using the CLI
    • 🕹️ Simulations
    • 🛡️ Communication Encryption with Mutual TLS
    • 🔀 Network Topologies
  • 👫 Contributing
  • 📚 API
    • p2pfl package
      • p2pfl.communication package
        • p2pfl.communication.commands package
          • p2pfl.communication.commands.message package
            • p2pfl.communication.commands.message.heartbeat_command module
            • p2pfl.communication.commands.message.metrics_command module
            • p2pfl.communication.commands.message.model_initialized_command module
            • p2pfl.communication.commands.message.models_agregated_command module
            • p2pfl.communication.commands.message.models_ready_command module
            • p2pfl.communication.commands.message.start_learning_command module
            • p2pfl.communication.commands.message.stop_learning_command module
            • p2pfl.communication.commands.message.vote_train_set_command module
          • p2pfl.communication.commands.weights package
            • p2pfl.communication.commands.weights.full_model_command module
            • p2pfl.communication.commands.weights.init_model_command module
            • p2pfl.communication.commands.weights.partial_model_command module
          • p2pfl.communication.commands.command module
        • p2pfl.communication.protocols package
          • p2pfl.communication.protocols.grpc package
            • p2pfl.communication.protocols.grpc.proto package
              • p2pfl.communication.protocols.grpc.proto.generate_proto module
              • p2pfl.communication.protocols.grpc.proto.node_pb2 module
              • p2pfl.communication.protocols.grpc.proto.node_pb2_grpc module
            • p2pfl.communication.protocols.grpc.address module
            • p2pfl.communication.protocols.grpc.grpc_client module
            • p2pfl.communication.protocols.grpc.grpc_communication_protocol module
            • p2pfl.communication.protocols.grpc.grpc_neighbors module
            • p2pfl.communication.protocols.grpc.grpc_server module
          • p2pfl.communication.protocols.memory package
            • p2pfl.communication.protocols.memory.memory_client module
            • p2pfl.communication.protocols.memory.memory_communication_protocol module
            • p2pfl.communication.protocols.memory.memory_neighbors module
            • p2pfl.communication.protocols.memory.memory_server module
            • p2pfl.communication.protocols.memory.server_singleton module
          • p2pfl.communication.protocols.client module
          • p2pfl.communication.protocols.communication_protocol module
          • p2pfl.communication.protocols.exceptions module
          • p2pfl.communication.protocols.gossiper module
          • p2pfl.communication.protocols.heartbeater module
          • p2pfl.communication.protocols.neighbors module
      • p2pfl.examples package
        • p2pfl.examples.mnist module
        • p2pfl.examples.node1 module
        • p2pfl.examples.node2 module
      • p2pfl.learning package
        • p2pfl.learning.aggregators package
          • p2pfl.learning.aggregators.aggregator module
          • p2pfl.learning.aggregators.fedavg module
          • p2pfl.learning.aggregators.fedmedian module
          • p2pfl.learning.aggregators.scaffold module
        • p2pfl.learning.dataset package
          • p2pfl.learning.dataset.p2pfl_dataset module
          • p2pfl.learning.dataset.partition_strategies module
        • p2pfl.learning.frameworks package
          • p2pfl.learning.frameworks.flax package
            • p2pfl.learning.frameworks.flax.flax_dataset module
            • p2pfl.learning.frameworks.flax.flax_learner module
            • p2pfl.learning.frameworks.flax.flax_model module
          • p2pfl.learning.frameworks.pytorch package
            • p2pfl.learning.frameworks.pytorch.callbacks package
              • p2pfl.learning.frameworks.pytorch.callbacks.scaffold_callback module
            • p2pfl.learning.frameworks.pytorch.lightning_dataset module
            • p2pfl.learning.frameworks.pytorch.lightning_learner module
            • p2pfl.learning.frameworks.pytorch.lightning_logger module
            • p2pfl.learning.frameworks.pytorch.lightning_model module
          • p2pfl.learning.frameworks.simulation package
            • p2pfl.learning.frameworks.simulation.actor_pool module
            • p2pfl.learning.frameworks.simulation.utils module
            • p2pfl.learning.frameworks.simulation.virtual_learner module
          • p2pfl.learning.frameworks.tensorflow package
            • p2pfl.learning.frameworks.tensorflow.callbacks package
              • p2pfl.learning.frameworks.tensorflow.callbacks.keras_logger module
              • p2pfl.learning.frameworks.tensorflow.callbacks.scaffold_callback module
            • p2pfl.learning.frameworks.tensorflow.keras_dataset module
            • p2pfl.learning.frameworks.tensorflow.keras_learner module
            • p2pfl.learning.frameworks.tensorflow.keras_model module
          • p2pfl.learning.frameworks.callback module
          • p2pfl.learning.frameworks.callback_factory module
          • p2pfl.learning.frameworks.exceptions module
          • p2pfl.learning.frameworks.learner module
          • p2pfl.learning.frameworks.learner_factory module
          • p2pfl.learning.frameworks.p2pfl_model module
      • p2pfl.management package
        • p2pfl.management.logger package
          • p2pfl.management.logger.logger module
        • p2pfl.management.metric_storage module
        • p2pfl.management.node_monitor module
        • p2pfl.management.p2pfl_web_services module
      • p2pfl.stages package
        • p2pfl.stages.base_node package
          • p2pfl.stages.base_node.gossip_model_stage module
          • p2pfl.stages.base_node.round_finished_stage module
          • p2pfl.stages.base_node.start_learning_stage module
          • p2pfl.stages.base_node.train_stage module
          • p2pfl.stages.base_node.vote_train_set_stage module
          • p2pfl.stages.base_node.wait_agg_models_stage module
        • p2pfl.stages.stage module
        • p2pfl.stages.stage_factory module
        • p2pfl.stages.workflows module
      • p2pfl.cli module
      • p2pfl.exceptions module
      • p2pfl.experiment module
      • p2pfl.node module
      • p2pfl.node_state module
      • p2pfl.settings module
Back to top
View this page

p2pfl.examples package¶

P2PFL examples.

Submodules¶

  • p2pfl.examples.mnist module
    • create_pytorch_model()
    • create_tensorflow_model()
    • mnist()
    • set_standalone_settings()
  • p2pfl.examples.node1 module
    • node1()
  • p2pfl.examples.node2 module
    • node2()
Next
p2pfl.examples.mnist module
Previous
p2pfl.communication.protocols.neighbors module
Copyright © 2022, Pedro Guijas Bravo
Made with Sphinx and @pradyunsg's Furo
On this page
  • p2pfl.examples package
    • Submodules