Add polynomials example

[saulshanabrook]

WIP PR to add example for factoring polynomials efficiently using multisets. Eventually the goal here is to explore how to avoid AC blowup by using containers

[coderabbitai]

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✨ Finishing touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Post copyable unit tests in a comment
• Commit unit tests in branch polynomials

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