Category: A2; Team name: TJPaik; Dataset: Analog Circuits

[TJPaik]

Checklist

• My pull request has a clear and explanatory title.
• My pull request passes the Linting test.
• I added appropriate unit tests and I made sure the code passes all unit tests. (refer to comment below)
• My PR follows PEP8 guidelines. (refer to comment below)
• My code is properly documented, using numpy docs conventions, and I made sure the documentation renders properly.
• I linked to issues and PRs that are relevant to this PR.

Description

• Add two new hypergraph datasets for analog circuits (AICircuit, AnalogGenie), including dataset classes, loaders, configs, and synthetic loader tests.
• Introduce dedicated analog circuit configs (dataset/experiment) and Hydra logging configs.
• Document the datasets in docs/datasets/analog_circuits.rst.
• Add analog dataset smoke tests and integrate them into loader smoke exclusions.
• Expose extract_zip utility for dataset downloads.

Issue

N/A (new feature to support analog circuit hypergraph datasets).

Additional context

• Full test run: pytest (605 passed, 5 skipped).