Is your feature request related to a problem or challenge?

#18157 updated our pydata-sphinx-theme version and supports dark mode now; have a way for users to toggle this theme on the website, via a button.

Describe the solution you'd like

No response

Describe alternatives you've considered

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Additional context

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