flower

Flower: A Friendly Federated Learning Framework

APACHE-2.0 License

Downloads
65.5K
Stars
4.9K
Committers
116

Bot releases are visible (Hide)

flower - 0.12.0

Published by tanertopal almost 4 years ago

Important changes:

  • Added an example for embedded devices (#507)
  • Added a new NumPyClient (in addition to the existing KerasClient) (#504, #508)
  • Deprecated flwr_examples package and started to migrate examples into the top-level examples directory (#494, #512)
flower - 0.11.0

Published by tanertopal almost 4 years ago

Incompatible changes:

  • Renamed strategy methods (#486) to unify the naming of Flower's public APIs. Other public methods/functions (e.g., every method in Client, but also Strategy.evaluate) do not use the on_ prefix, which is why we're removing it from the four methods in Strategy. To migrate rename the following Strategy methods accordingly:
    • on_configure_evaluate => configure_evaluate
    • on_aggregate_evaluate => aggregate_evaluate
    • on_configure_fit => configure_fit
    • on_aggregate_fit => aggregate_fit

Important changes:

  • Deprecated DefaultStrategy (#479). To migrate use FedAvg instead.
  • Simplified examples and baselines (#484).
  • Removed presently unused on_conclude_round from strategy interface (#483).
  • Set minimal Python version to 3.6.1 instead of 3.6.9 (#471).
  • Improved Strategy docstrings (#470).
flower - 0.10.0

Published by danieljanes almost 4 years ago

Package Rankings
Top 25.46% on Conda-forge.org
Top 6.75% on Proxy.golang.org
Top 1.86% on Pypi.org
Badges
Extracted from project README
GitHub license PRs Welcome Downloads Docker Hub Slack Open in Colab Open in Colab Open in Colab Open in Colab Open in Colab Open in Colab
Related Projects