Fl4health

Latest version: v0.2.2

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0.1.13

Not secure
What's Changed
* Aggregation utils to main lib by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/110
* Picai example by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/101
* Implementing Ditto for paper experimentation by emersodb in https://github.com/VectorInstitute/FL4Health/pull/111
* Increment release version by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/113


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.12...v0.1.13

0.1.12

Not secure
What's Changed
* Relax Floating Point Number Tolerance for PCA test by yc7z in https://github.com/VectorInstitute/FL4Health/pull/106
* Add separate functions to save aggregated and old local models in Fenda and Moon by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/109
* Sparse Parameter Exchange by yc7z in https://github.com/VectorInstitute/FL4Health/pull/103
* Federated ae by fatemetkl in https://github.com/VectorInstitute/FL4Health/pull/82


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.11...v0.1.12

0.1.11

Not secure
What's Changed
* Upgrading jinja2 to 3.1.3 to fix a security issue by lotif in https://github.com/VectorInstitute/FL4Health/pull/96
* Add federated checkpointing by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/95
* Federated PCA by yc7z in https://github.com/VectorInstitute/FL4Health/pull/89
* Add a reporter to save the metrics to a parseable file by lotif in https://github.com/VectorInstitute/FL4Health/pull/92
* Smoke tests: Fix random seed on smoke tests and add asserts on results by lotif in https://github.com/VectorInstitute/FL4Health/pull/97
* Ignoring one more pillow 9.5.0 vulnerability by lotif in https://github.com/VectorInstitute/FL4Health/pull/99
* Initial Parameter Retrieval Code Duplication Reduction by emersodb in https://github.com/VectorInstitute/FL4Health/pull/104
* README Update to include all of the new work! by emersodb in https://github.com/VectorInstitute/FL4Health/pull/105
* Splitting Loss into EvaluationLoss and TrainLoss by lotif in https://github.com/VectorInstitute/FL4Health/pull/100
* Update personalized approaches section header by amrit110 in https://github.com/VectorInstitute/FL4Health/pull/107
* Fixing a small, but significant, bug with MOON. by emersodb in https://github.com/VectorInstitute/FL4Health/pull/108


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.10...v0.1.11

0.1.10

Not secure
What's Changed
* Add smoke tests for SCAFFOLD, APFL and others, Part 2 by lotif in https://github.com/VectorInstitute/FL4Health/pull/79
* Smoke tests: display client logs on timeout by lotif in https://github.com/VectorInstitute/FL4Health/pull/81
* Federated ensemble by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/77
* Fix random seed bug on initialized parameters by lotif in https://github.com/VectorInstitute/FL4Health/pull/83
* Use poetry as the only source of dependency control by lotif in https://github.com/VectorInstitute/FL4Health/pull/88
* Fix cyclops module import, adjust dependencies by amrit110 in https://github.com/VectorInstitute/FL4Health/pull/90
* Add pip-audit to the CI checks by lotif in https://github.com/VectorInstitute/FL4Health/pull/87
* Add warm up module by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/85
* Flamby experiments by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/86
* Flamby experiments by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/91
* Upgrading gitpython to 3.1.41 to fix a security issue by lotif in https://github.com/VectorInstitute/FL4Health/pull/93
* Fixing a bug in the FedPer layers to exchange function by emersodb in https://github.com/VectorInstitute/FL4Health/pull/94

**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.9...v0.1.10

0.1.9

Not secure
What's Changed
* Consolidate BasicClient and NumpyFlClient by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/74
* Set seed by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/75
* Build a first pass, basic smoke test associated with one of the examples by lotif in https://github.com/VectorInstitute/FL4Health/pull/73
* Add smoke tests for SCAFFOLD, APFL and others, Part 1 by lotif in https://github.com/VectorInstitute/FL4Health/pull/76
* bug fix in basic client by yc7z in https://github.com/VectorInstitute/FL4Health/pull/80

New Contributors
* lotif made their first contribution in https://github.com/VectorInstitute/FL4Health/pull/73

**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.8...v0.1.9

0.1.8

Not secure
What's Changed
* Updating README by emersodb in https://github.com/VectorInstitute/FL4Health/pull/51
* Dbe/implement unweighted fedavg by emersodb in https://github.com/VectorInstitute/FL4Health/pull/52
* Add functionality to support FedBN method by emersodb in https://github.com/VectorInstitute/FL4Health/pull/53
* Adding in a citation line at the bottom. by emersodb in https://github.com/VectorInstitute/FL4Health/pull/57
* Refactor of Losses default additional_losses to empty by emersodb in https://github.com/VectorInstitute/FL4Health/pull/58
* Fixing a bug with the FedProx refactor in FLamby by emersodb in https://github.com/VectorInstitute/FL4Health/pull/59
* Small fix to the find_best_hp.py script by emersodb in https://github.com/VectorInstitute/FL4Health/pull/60
* Refactor setup client by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/54
* Machinery to support Federated Evaluation Only by emersodb in https://github.com/VectorInstitute/FL4Health/pull/55
* Add Server-side Checkpointing to Server Base by emersodb in https://github.com/VectorInstitute/FL4Health/pull/56
* Fix wandb by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/61
* Dbe/setting doc string format by emersodb in https://github.com/VectorInstitute/FL4Health/pull/64
* Update apfl client by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/62
* Moon by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/66
* Add contrastive losses by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/67
* Feature alignment by yc7z in https://github.com/VectorInstitute/FL4Health/pull/63
* Create Fixed Requirements File for FLamby, Update Dynamic Weight Exchanger and FedOpt Example by emersodb in https://github.com/VectorInstitute/FL4Health/pull/68
* Metric refactor by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/69
* Checkpoint Ablation for Flamby by emersodb in https://github.com/VectorInstitute/FL4Health/pull/71
* FedPer Implementation by emersodb in https://github.com/VectorInstitute/FL4Health/pull/72


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.7...v0.1.8

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