add sophiag optimizer

[codecov-commenter]

Codecov Report

Patch coverage: 11.81% and project coverage change: -1.25% :warning:

Comparison is base (450c1af) 72.81% compared to head (a40459b) 71.56%.

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Additional details and impacted files

```diff @@ Coverage Diff @@ ## main #108 +/- ## ========================================== - Coverage 72.81% 71.56% -1.25% ========================================== Files 75 75 Lines 5286 5395 +109 Branches 1078 1105 +27 ========================================== + Hits 3849 3861 +12 - Misses 1078 1175 +97 Partials 359 359 ``` | Flag | Coverage Δ | | |---|---|---| | unittests | `71.49% <11.81%> (-1.25%)` | :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. | [Files Changed](https://app.codecov.io/gh/ad12/meddlr/pull/108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai) | Coverage Δ | | |---|---|---| | [meddlr/solver/optimizer.py](https://app.codecov.io/gh/ad12/meddlr/pull/108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#diff-bWVkZGxyL3NvbHZlci9vcHRpbWl6ZXIucHk=) | `27.14% <11.21%> (-51.65%)` | :arrow_down: | | [meddlr/solver/build.py](https://app.codecov.io/gh/ad12/meddlr/pull/108?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Arjun+Desai#diff-bWVkZGxyL3NvbHZlci9idWlsZC5weQ==) | `42.85% <33.33%> (-1.59%)` | :arrow_down: |

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