pfl-research

Simulation framework for accelerating research in Private Federated Learning

APACHE-2.0 License

Downloads
107
Stars
286
View Code on GitHub Visit Website
Ecosystems: Swift

Bot releases are visible (Hide)

pfl-research - pfl 0.2.0 Latest Release

Published by grananqvist 4 months ago

v0.2.0

Breaking change!

  • EMMGMMHyperParams is renamed to EMGMMHyperParams (#55)

New features

  • Return local metadata from model training to algorithm (#71).

Tasks completed

  • Update FLAIR preprocessing script to download dataset from HuggingFace, available at https://huggingface.co/datasets/apple/flair (#72).
  • Update LLM Benchmark Configs (#63).
  • New improved worker scheduling in distributed simulations. Speeds up FLAIR benchmark by 19% (#73).
  • Don't pin PyTorch version to 2.0.1 (#69).
  • Move --noise_cohort_size to add_mechanism_arguments (#70).
pfl-research - pfl-research 0.1.0

Published by grananqvist 8 months ago

v0.1.0

2024-03-01

  • Initial release!
Package Rankings
Top 24.18% on Pypi.org
Badges
Extracted from project README
GitHub License CircleCI PyPI - Python Version
Related Projects
ml-flair

A large labelled image dataset for benchmarking in federated learning

09 Dec 2020 88