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Updating the Interface and Functionality in Preparation for V2.0.

Ahmed Attia requested to merge 32-update-oed-interface-to-conform-to-the-unified-configs-arguments into main

This branch has tons of updates and Changes to the API.

It started as an issue to handle issues with the robust binary optimizer, however, it quickly evolved into a major updated to the whole package as OED is very much connected to everything in the package.

Closes #32 (closed)

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