New methods, strategies, library support, and more.

There are several big additions in this release.

• We now support federated model merging without requiring training
• The server-side strategy FLASH is now supported
• Native support for FedPM has been implemented
• FENDA+Ditto is now available
• FedSimCLR is now supported for self-supervised contrastive learning.
• A ton of support for nnUnet is now in the library.

What's Changed

• Fix some bugs that slipped through in CR and trying to make type chec… by @jewelltaylor in #172
• Bump urllib3 from 2.2.1 to 2.2.2 by @dependabot in #176
• Bump scikit-learn from 1.4.1.post1 to 1.5.0 by @dependabot in #178
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #175
• Fixing Some Pip Audit Issues by @emersodb in #180
• Fix picai channel ordering by @jewelltaylor in #179
• Bump pypa/gh-action-pypi-publish from 1.8.14 to 1.9.0 by @dependabot in #177
• FLASH implementation by @Justinyangjy in #164
• Picai transfer learning by @scarere in #174
• simple scripts for eval and pred with nnunet by @scarere in #183
• FedSimCLR by @jewelltaylor in #173
• add setup_client call in get_parameters if not initialized by @jewelltaylor in #186
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #187
• Picai monai by @scarere in #188
• Bump certifi from 2024.6.2 to 2024.7.4 by @dependabot in #190
• Update flwr 1.7 to 1.9 by @jewelltaylor in #189
• Fenda+Ditto model by @Justinyangjy in #182
• added epoch hook by @scarere in #193
• Skin cancer dataset by @Justinyangjy in #185
• Bump sentry-sdk from 2.5.1 to 2.8.0 by @dependabot in #194
• Fl nnunet by @scarere in #192
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #196
• Added epoch hook for lr scheduling and made client logs look better by @scarere in #195
• Model Merge Functionality by @jewelltaylor in #191
• FedPM by @yc7z in #197
• Ft/gemini scripts by @fatemetkl in #206
• [pre-commit.ci] pre-commit autoupdate by @pre-commit-ci in #203
• Nnunet test by @scarere in #199
• Nnunet ensemble by @scarere in #198
• Modified base server to accept sequences of checkpointers by @scarere in #205
• Bump pypa/gh-action-pip-audit from 1.0.8 to 1.1.0 by @dependabot in #219
• Updating the README and bump Version Number by @emersodb in #220
• Added progress bar and fixed bugs by @scarere in #204
• decreased nltk version from ^3.8.1 to ^3.8.0 by @scarere in #221

New Contributors

• @scarere made their first contribution in #174

Full Changelog: v0.1.16...v0.1.17