https://github.com/mmroshani/p2p-pfl

An Implementation based on: A Peer-to-peer Framework with Adaptive Neighbor Matching paper
https://github.com/mmroshani/p2p-pfl

federated-learning peer-to-peer-federated-learning

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An Implementation based on: A Peer-to-peer Framework with Adaptive Neighbor Matching paper

• Host: GitHub
• URL: https://github.com/mmroshani/p2p-pfl
• Owner: mmRoshani
• License: mit
• Created: 2024-08-13T17:22:59.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-08-20T01:02:37.000Z (3 months ago)
• Last Synced: 2024-08-20T08:45:56.350Z (3 months ago)
• Topics: federated-learning, peer-to-peer-federated-learning
• Language: Python
• Homepage:
• Size: 154 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# p2p-pfl

An Implementation based on: **A Peer-to-peer Framework with Adaptive Neighbor Matching** paper.

## Execution instructions

see [instructions](./docs/instructions.md) to run the engine

## Configs

The config yaml files are located in [config](./configs/) directory.

- [engine configuration](./configs/engine/ENGINE_CONFIG.yaml)

- [logger configuration](./configs/logger/logging_config.yaml)

## Notations

- [TABLE 1: Important notations in this paper](./docs/notations.md)

## Algorithms

- [Algorithm 1 PANM: Personalized Adaptive neighbor Matching](./docs/algorithm.md)

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