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p2pfl 0.4.2 documentation

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📘 Introduction
📥 Installation
🚀 Quickstart
🏛️ Components
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- 🌐 Node
- 💡 Learning
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- 🔄 Workflows
- 🚦 Node State
- 📝 Logger
- 📡 Communication Protocols
- ⌨️ Commands
🌐 P2PFL Web Services
👨‍🏫 Tutorials
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👫 Contributing
📚 API
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- p2pfl package
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  - p2pfl.communication package
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    - p2pfl.communication.commands package
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      - p2pfl.communication.commands.message package
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        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
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        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
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      - p2pfl.communication.protocols.protobuff package
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        p2pfl.communication.protocols.protobuff.grpc package
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        p2pfl.communication.protocols.protobuff.grpc.address module
        
        p2pfl.communication.protocols.protobuff.grpc.client module
        
        p2pfl.communication.protocols.protobuff.grpc.server module
        
        p2pfl.communication.protocols.protobuff.memory package
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        p2pfl.communication.protocols.protobuff.memory.client module
        
        p2pfl.communication.protocols.protobuff.memory.server module
        
        p2pfl.communication.protocols.protobuff.memory.singleton_dict module
        
        p2pfl.communication.protocols.protobuff.proto package
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        p2pfl.communication.protocols.protobuff.proto.generate_proto module
        
        p2pfl.communication.protocols.protobuff.proto.node_pb2 module
        
        p2pfl.communication.protocols.protobuff.proto.node_pb2_grpc module
        
        p2pfl.communication.protocols.protobuff.client module
        
        p2pfl.communication.protocols.protobuff.gossiper module
        
        p2pfl.communication.protocols.protobuff.heartbeater module
        
        p2pfl.communication.protocols.protobuff.neighbors module
        
        p2pfl.communication.protocols.protobuff.protobuff_communication_protocol module
        
        p2pfl.communication.protocols.protobuff.server module
      - p2pfl.communication.protocols.communication_protocol module
      - p2pfl.communication.protocols.exceptions module
  - p2pfl.examples package
  - p2pfl.learning package
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    - p2pfl.learning.aggregators package
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    - p2pfl.learning.compression package
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    - p2pfl.learning.dataset package
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      - p2pfl.learning.dataset.p2pfl_dataset module
      - p2pfl.learning.dataset.partition_strategies module
    - p2pfl.learning.frameworks package
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      - p2pfl.learning.frameworks.flax package
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        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
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        p2pfl.learning.frameworks.pytorch.callbacks package
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        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
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        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
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        p2pfl.learning.frameworks.tensorflow.callbacks package
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        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
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    - p2pfl.management.logger package
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      - p2pfl.management.logger.logger module
    - p2pfl.management.cli module
    - p2pfl.management.launch_from_yaml module
    - p2pfl.management.message_storage module
    - p2pfl.management.metric_storage module
    - p2pfl.management.node_monitor module
    - p2pfl.management.p2pfl_web_services module
  - p2pfl.stages package
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  - p2pfl.exceptions module
  - p2pfl.experiment module
  - p2pfl.node module
  - p2pfl.node_state module
  - p2pfl.settings module

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p2pfl.examples package¶

P2PFL examples.

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