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Vectorize MCMC loops, fix silent bugs, and remove numpy↔torch round-trips #61

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Optimize MCMC bottlenecks with vectorization (#1)

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Vectorize MCMC loops, fix silent bugs, and remove numpy↔torch round-trips #61

Optimize MCMC bottlenecks with vectorization (#1)
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