Fl4health

Latest version: v0.3.0

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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

0.1.7

Not secure
What's Changed
* Exchanger refactor by yc7z in https://github.com/VectorInstitute/FL4Health/pull/33
* First shot at fixing the server side parameter initialization issue. by emersodb in https://github.com/VectorInstitute/FL4Health/pull/37
* Fixing the APFL implementation that occurs if there are frozen layers in a model by emersodb in https://github.com/VectorInstitute/FL4Health/pull/38
* Adding Tests for the APFL and FENDA layer exchange flow. by emersodb in https://github.com/VectorInstitute/FL4Health/pull/35
* Expanding the FLamby Experimental Setup by emersodb in https://github.com/VectorInstitute/FL4Health/pull/34
* Expanding Basic Client by emersodb in https://github.com/VectorInstitute/FL4Health/pull/36
* Fix FLamby FedAdam NaN Issue on Eval by emersodb in https://github.com/VectorInstitute/FL4Health/pull/39
* Fixing scaffold on GPU by emersodb in https://github.com/VectorInstitute/FL4Health/pull/42
* Refactoring the FLamby Code and Adding Fed Heart Disease by emersodb in https://github.com/VectorInstitute/FL4Health/pull/40
* FLamby Visualization input generation scripts by emersodb in https://github.com/VectorInstitute/FL4Health/pull/43
* First stab at adding in Open-source licensing by emersodb in https://github.com/VectorInstitute/FL4Health/pull/44
* Partial exchange example by yc7z in https://github.com/VectorInstitute/FL4Health/pull/45
* Adding final dataset (Fed IXI) to our experiments. by emersodb in https://github.com/VectorInstitute/FL4Health/pull/47
* Dp scaffold by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/48
* Add train by epochs option to scaffold client by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/49
* Automate privacy accounting by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/50
* Fed prox adaptive mu by sanaAyrml in https://github.com/VectorInstitute/FL4Health/pull/46

New Contributors
* sanaAyrml made their first contribution in https://github.com/VectorInstitute/FL4Health/pull/46

**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.6...v0.1.7

0.1.6

Not secure
What's Changed
* Dynamic layer exchange by yc7z in https://github.com/VectorInstitute/FL4Health/pull/31
* Initial pass at FLamby Experimental Design by emersodb in https://github.com/VectorInstitute/FL4Health/pull/30
* Other metrics by fatemetkl in https://github.com/VectorInstitute/FL4Health/pull/32

New Contributors
* fatemetkl made their first contribution in https://github.com/VectorInstitute/FL4Health/pull/32

**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.5...v0.1.6

0.1.5

Not secure
What's Changed
* Example refactor by yc7z in https://github.com/VectorInstitute/FL4Health/pull/28
* fixed bug with unpacking parameters and tests by yc7z in https://github.com/VectorInstitute/FL4Health/pull/29

New Contributors
* yc7z made their first contribution in https://github.com/VectorInstitute/FL4Health/pull/28

**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.4...v0.1.5

0.1.4

Not secure
What's Changed
* Update client polling by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/18
* Scaffold by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/19
* Adding Configuration to Run Unit Tests on PR by emersodb in https://github.com/VectorInstitute/FL4Health/pull/21
* Fed Prox and an example of Local Fine Tuning by emersodb in https://github.com/VectorInstitute/FL4Health/pull/20
* Scripts for Launching Local and Vector Cluster Based FL by emersodb in https://github.com/VectorInstitute/FL4Health/pull/22
* Patch fix for local fl script by emersodb in https://github.com/VectorInstitute/FL4Health/pull/24
* Dbe/wandb first integration by emersodb in https://github.com/VectorInstitute/FL4Health/pull/23
* Cluster FL Script on One Resource by emersodb in https://github.com/VectorInstitute/FL4Health/pull/25
* Checkpointer: First pass by emersodb in https://github.com/VectorInstitute/FL4Health/pull/26
* Parameter exchanger packing by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/27


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.3...v0.1.4

0.1.3

Not secure
What's Changed
* Apfl by jewelltaylor in https://github.com/VectorInstitute/FL4Health/pull/16
* Bumping version number for release 0.1.3 by emersodb in https://github.com/VectorInstitute/FL4Health/pull/17


**Full Changelog**: https://github.com/VectorInstitute/FL4Health/compare/v0.1.2...v0.1.3

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