Add support for augmentations in SSDU

[codecov-commenter]

Codecov Report

Patch coverage: 22.64% and project coverage change: -0.55 :warning:

Comparison is base (d0e807e) 72.79% compared to head (288bc8c) 72.24%.

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Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #83 +/- ## ========================================== - Coverage 72.79% 72.24% -0.55% ========================================== Files 75 75 Lines 5160 5210 +50 Branches 1048 1061 +13 ========================================== + Hits 3756 3764 +8 - Misses 1060 1101 +41 - Partials 344 345 +1 ``` | Flag | Coverage Δ | | |---|---|---| | unittests | `72.18% <22.64%> (-0.53%)` | :arrow_down: | Flags with carried forward coverage won't be shown. [Click here](https://docs.codecov.io/docs/carryforward-flags?utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#carryforward-flags-in-the-pull-request-comment) to find out more. | [Impacted Files](https://codecov.io/gh/ad12/meddlr/pull/83?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai) | Coverage Δ | | |---|---|---| | [meddlr/data/transforms/subsample.py](https://codecov.io/gh/ad12/meddlr/pull/83?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#diff-bWVkZGxyL2RhdGEvdHJhbnNmb3Jtcy9zdWJzYW1wbGUucHk=) | `52.98% <16.32%> (-7.10%)` | :arrow_down: | | [meddlr/config/defaults.py](https://codecov.io/gh/ad12/meddlr/pull/83?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#diff-bWVkZGxyL2NvbmZpZy9kZWZhdWx0cy5weQ==) | `100.00% <100.00%> (ø)` | | | [meddlr/transforms/builtin/mri.py](https://codecov.io/gh/ad12/meddlr/pull/83?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#diff-bWVkZGxyL3RyYW5zZm9ybXMvYnVpbHRpbi9tcmkucHk=) | `72.50% <100.00%> (ø)` | | ... and [1 file with indirect coverage changes](https://codecov.io/gh/ad12/meddlr/pull/83/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai)

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