Bug fix associated with Basic Client

What's Changed

• Consolidate BasicClient and NumpyFlClient by @jewelltaylor in #74
• Set seed by @sanaAyrml in #75
• Build a first pass, basic smoke test associated with one of the examples by @lotif in #73
• Add smoke tests for SCAFFOLD, APFL and others, Part 1 by @lotif in #76
• bug fix in basic client by @yc7z in #80

New Contributors

• @lotif made their first contribution in #73

Full Changelog: v0.1.8...v0.1.9

FedBN, FedPer, MOON, PerFCL and bug fixes

What's Changed

• Updating README by @emersodb in #51
• Dbe/implement unweighted fedavg by @emersodb in #52
• Add functionality to support FedBN method by @emersodb in #53
• Adding in a citation line at the bottom. by @emersodb in #57
• Refactor of Losses default additional_losses to empty by @emersodb in #58
• Fixing a bug with the FedProx refactor in FLamby by @emersodb in #59
• Small fix to the find_best_hp.py script by @emersodb in #60
• Refactor setup client by @jewelltaylor in #54
• Machinery to support Federated Evaluation Only by @emersodb in #55
• Add Server-side Checkpointing to Server Base by @emersodb in #56
• Fix wandb by @jewelltaylor in #61
• Dbe/setting doc string format by @emersodb in #64
• Update apfl client by @jewelltaylor in #62
• Moon by @sanaAyrml in #66
• Add contrastive losses by @sanaAyrml in #67
• Feature alignment by @yc7z in #63
• Create Fixed Requirements File for FLamby, Update Dynamic Weight Exchanger and FedOpt Example by @emersodb in #68
• Metric refactor by @jewelltaylor in #69
• Checkpoint Ablation for Flamby by @emersodb in #71
• FedPer Implementation by @emersodb in #72

Full Changelog: v0.1.7...v0.1.8

FLamby, Partial Layer Exchange, Adaptive FedProx

What's Changed

• Exchanger refactor by @yc7z in #33
• First shot at fixing the server side parameter initialization issue. by @emersodb in #37
• Fixing the APFL implementation that occurs if there are frozen layers in a model by @emersodb in #38
• Adding Tests for the APFL and FENDA layer exchange flow. by @emersodb in #35
• Expanding the FLamby Experimental Setup by @emersodb in #34
• Expanding Basic Client by @emersodb in #36
• Fix FLamby FedAdam NaN Issue on Eval by @emersodb in #39
• Fixing scaffold on GPU by @emersodb in #42
• Refactoring the FLamby Code and Adding Fed Heart Disease by @emersodb in #40
• FLamby Visualization input generation scripts by @emersodb in #43
• First stab at adding in Open-source licensing by @emersodb in #44
• Partial exchange example by @yc7z in #45
• Adding final dataset (Fed IXI) to our experiments. by @emersodb in #47
• Dp scaffold by @jewelltaylor in #48
• Add train by epochs option to scaffold client by @jewelltaylor in #49
• Automate privacy accounting by @jewelltaylor in #50
• Fed prox adaptive mu by @sanaAyrml in #46

New Contributors

• @sanaAyrml made their first contribution in #46

Full Changelog: v0.1.6...v0.1.7

v0.1.6

What's Changed

• Dynamic layer exchange by @yc7z in #31
• Initial pass at FLamby Experimental Design by @emersodb in #30
• Other metrics by @fatemetkl in #32

New Contributors

• @fatemetkl made their first contribution in #32

Full Changelog: v0.1.5...v0.1.6

v0.1.5

What's Changed

• Example refactor by @yc7z in #28
• fixed bug with unpacking parameters and tests by @yc7z in #29

New Contributors

• @yc7z made their first contribution in #28

Full Changelog: v0.1.4...v0.1.5

Adding in several new methods that deal with non-IID training

What's Changed

• Update client polling by @jewelltaylor in #18
• Scaffold by @jewelltaylor in #19
• Adding Configuration to Run Unit Tests on PR by @emersodb in #21
• Fed Prox and an example of Local Fine Tuning by @emersodb in #20
• Scripts for Launching Local and Vector Cluster Based FL by @emersodb in #22
• Patch fix for local fl script by @emersodb in #24
• Dbe/wandb first integration by @emersodb in #23
• Cluster FL Script on One Resource by @emersodb in #25
• Checkpointer: First pass by @emersodb in #26
• Parameter exchanger packing by @jewelltaylor in #27

Full Changelog: v0.1.3...v0.1.4

Adding in APFL to the library

What's Changed

• Apfl by @jewelltaylor in #16
• Bumping version number for release 0.1.3 by @emersodb in #17

Full Changelog: v0.1.2...v0.1.3

Adding in Weighted DP and FENDA capabilities to the library.

What's Changed

• Get sample counts by @jewelltaylor in #11
• FENDA model implementation and other fixes by @emersodb in #12
• Bumping to version 0.1.2 for release by @emersodb in #15

Full Changelog: v0.1.1...v0.1.2

FL4Health v0.1.1

What's Changed

• Relax torch dependency version to 1.12.1 by @amrit110 in #14

Full Changelog: v0.1.0-alpha...v0.1.1

Testing PyPi Release

Testing release of the FL4Health library to PyPi. Note: Still waiting on two PRs to merge before release of true v0.1.0