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This PR updates mcall_correlated by converting the code to JAX.

Lecture runtime cuts from 79.07 to 9.14 seconds.

The main loop cuts from 5.85 to 0.16 seconds with block_until_ready()

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@HumphreyYang HumphreyYang changed the title [mcall_correlated] Convert to JAX and make titles stylesheet compliant [mcall_correlated] Convert to JAX and content checks Sep 16, 2025
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@HumphreyYang HumphreyYang marked this pull request as ready for review September 17, 2025 03:09
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