Deep MMD MR-MTL

[fatemetkl]

PR Type

Feature

Short Description

1. MR-MTL deep MMD implementation.
2. Synthetic data and Cifar10 experiment codes and scripts.

There is a README file on the cluster at /projects/fl4health/kernel_experiments/README_mr_mtl.md that includes the addresses to the saved artifacts of these experiments, including the optimal hyperparameters.

Tests Added

N/A

TODO: Add tests.

[codecov]

Codecov Report

❌ Patch coverage is 0% with 132 lines in your changes missing coverage. Please review.
✅ Project coverage is 79.48%. Comparing base (0437216) to head (9f07de2).
⚠️ Report is 10 commits behind head on main.

Files with missing lines	Patch %	Lines
...clients/deep_mmd_clients/mr_mtl_deep_mmd_client.py	0.00%	131 Missing ⚠️
...ealth/clients/mkmmd_clients/mr_mtl_mkmmd_client.py	0.00%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #437      +/-   ##
==========================================
- Coverage   80.52%   79.48%   -1.05%     
==========================================
  Files         163      164       +1     
  Lines       10168    10264      +96     
==========================================
- Hits         8188     8158      -30     
- Misses       1980     2106     +126     

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[emersodb]

Basically ready to go. Just a few small suggestions for cleanup. Again, if there isn't a good example for us to cover the new code in the main library with tests, I'm okay with bypassing them for this. One quick way to do it would be just to add it to the smoke tests without metrics (just tests whether it runs properly)