FL4Health
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A flexible, modular, and easy to use library to facilitate federated learning research and development in healthcare settings
# PR Type [**Feature** | Fix | Documentation | Other ] # Short Description Clickup Ticket(s): [Link(s)](https://app.clickup.com/t/8688075dr) As specified in the Clickup, will try to add all three datasets specified...
# PR Type **[Feature]** # Short Description [Clickup Ticket(s): Link](https://app.clickup.com/t/8685pr77r) [Clickup Subticket: Link](https://app.clickup.com/t/8688fbyck) As detailed in the ticket's subtasks, this branch will focus on subtask2: Task 2: add test dataset...
# PR Type Other # Short Description Small name and type changes. Incorporating an important change that Sana has made in her MkMMD work that could be separated out into...
# PR Type [**Feature** | Fix | Documentation | Other ] # Short Description Clickup Ticket(s): [Initial nnUNet Integration for PICAI research](https://app.clickup.com/t/8687xfxp6) This PR does some initial work to leverage...
# PR Type [Feature ] # Short Description This is an updated version of MK-MMD loss implementation with additions to Fenda, MOON and Ditto models. - Fenda: Two mk-mmd losses...
# PR Type [Feature | **Fix** | Documentation | Other ] # Short Description 1. Updated the nnunet client LR Scheduler - Now updates every step - Takes into account...
Bumps [nltk](https://github.com/nltk/nltk) from 3.8.1 to 3.9. Changelog Sourced from nltk's changelog. Version 3.9.1 2024-08-19 Fixed bug that prevented wordnet from loading Version 3.9 2024-08-18 Avoid need for pickled models, resolves...
For some reason smoke tests fail locally due to results being outside tolerances. Tried starting from a fresh environment and the issue persists. Not urgent but worth looking into eventually....
# PR Type [Feature ] # Short Description This is a simplified updated version of MK-MMD loss implementation with additions to only Ditto and MR-MTL models. One mk-mmd loss is...
# PR Type [Feature ] # Short Description Cifar10 experiments with various levels of heterogeneity. # Tests Added No tests added yet.