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p2pfl

P2PFL is a decentralized federated learning library that enables federated learning on peer-to-peer networks using gossip protocols, making collaborat
Collective - Host: opensource - https://opencollective.com/p2pfl - Code: https://github.com/pguijas/p2pfl

P2PFL v0.4.0 - Major Enhancements and Expanded Framework Support

github.com/p2pfl/p2pfl - pguijas opened this pull request about 2 months ago

Added Learner factory

github.com/p2pfl/p2pfl - kirle opened this pull request 2 months ago

Scaffold - Predefined topologies

github.com/p2pfl/p2pfl - pguijas opened this pull request 2 months ago

Update documentation

github.com/p2pfl/p2pfl - japgarrido opened this pull request 2 months ago

Predefined topologies

github.com/p2pfl/p2pfl - kirle opened this pull request 2 months ago

[Feature] DirichletPartitionStrategy #44

github.com/p2pfl/p2pfl - telmoccm opened this pull request 2 months ago

[Feature] DirichletPartitionStrategy

github.com/p2pfl/p2pfl - pguijas opened this issue 3 months ago

Support for Scaffold aggregation

github.com/p2pfl/p2pfl - kirle opened this pull request 3 months ago

Flax implementation

github.com/p2pfl/p2pfl - hectorpadin1 opened this pull request 3 months ago

Support for Ray training parallelization

github.com/p2pfl/p2pfl - japgarrido opened this pull request 4 months ago

[FUTURE] Check if OpenTelemetry improve logs

github.com/p2pfl/p2pfl - pguijas opened this issue 4 months ago

Fix lock issue training bert

github.com/p2pfl/p2pfl - Casomoon opened this pull request 4 months ago

I can's visit the document and the blog. Is there any problem or just my network problem?

github.com/p2pfl/p2pfl - TaiyakiOffical opened this issue 4 months ago

[BUG] Network dysnc with large model trainings

github.com/p2pfl/p2pfl - Casomoon opened this issue 4 months ago

[FUTURE] Local Communication Protocol based in protobuffers

github.com/p2pfl/p2pfl - pguijas opened this issue 4 months ago

Tensorflow support and hugging face datasets

github.com/p2pfl/p2pfl - pguijas opened this pull request 4 months ago

[FUTURE] Integration with AIM/WandB

github.com/p2pfl/p2pfl - pguijas opened this issue 4 months ago

[FUTURE] Asyncio to improve performance in GRPC

github.com/p2pfl/p2pfl - pguijas opened this issue 6 months ago

Ssl test

github.com/p2pfl/p2pfl - hectorpadin1 opened this pull request 6 months ago

Adding SSL to gRPC communication

github.com/p2pfl/p2pfl - hectorpadin1 opened this pull request 6 months ago

Adding SSL to gRPC communication

github.com/p2pfl/p2pfl - hectorpadin1 opened this pull request 6 months ago

Feature/tensorflow support - added toml dependencies

github.com/p2pfl/p2pfl - kirle opened this pull request 6 months ago

Feature/tensorflow support

github.com/p2pfl/p2pfl - kirle opened this pull request 6 months ago

Update README.md

github.com/p2pfl/p2pfl - kirle opened this pull request 6 months ago

Tensorflow integration

github.com/p2pfl/p2pfl - kirle opened this pull request 6 months ago

something wrong with Trainer log

github.com/p2pfl/p2pfl - YUFJSH opened this issue 6 months ago

Import error while running examples

github.com/p2pfl/p2pfl - YUFJSH opened this issue 7 months ago

feat: InMemory communication protocol

github.com/p2pfl/p2pfl - Angel3245 opened this pull request 7 months ago

Communication protocol

github.com/p2pfl/p2pfl - pguijas opened this pull request 7 months ago

Add Support for Unix Domain Sockets

github.com/p2pfl/p2pfl - Angel3245 opened this pull request 7 months ago

Import error while running examples

github.com/p2pfl/p2pfl - kirle opened this issue 8 months ago

[FUTURE] Proposal to introduce a developing branch for ongoing contributions

github.com/p2pfl/p2pfl - kirle opened this issue 8 months ago

Add Dockerfile

github.com/p2pfl/p2pfl - Angel3245 opened this pull request 8 months ago

Web services

github.com/p2pfl/p2pfl - pguijas opened this pull request 8 months ago

Logging

github.com/p2pfl/p2pfl - pguijas opened this pull request 11 months ago

Poetry and typing

github.com/p2pfl/p2pfl - pguijas opened this pull request 11 months ago

Requirements and mnist.py

github.com/p2pfl/p2pfl - bonjon opened this pull request over 1 year ago

GRPC as comunication protocol

github.com/p2pfl/p2pfl - pguijas opened this pull request over 1 year ago

[FUTURE] Optional Dependencies

github.com/p2pfl/p2pfl - pguijas opened this issue almost 2 years ago

[FUTURE] GRCP

github.com/p2pfl/p2pfl - pguijas opened this issue almost 2 years ago

[BUG] Tolerance to incomplete message reception