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Updates to be merged after blackjax-devs/blackjax#764

@reubenharry
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@junpenglao This should work once the updates to adjusted mclmc are part of blackjax (in terms of pip installation, that is)

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I think this can now be merged

@junpenglao junpenglao merged commit dc83595 into blackjax-devs:main Feb 9, 2025
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