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Optimize efficiency of core algorithms (conditional entropy, etc.) #32

@johnh2o2

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@johnh2o2

Profile the codebase to identify inefficiencies, especially in the conditional entropy calculation (see Katz et al. 2021 for prior art). Optimize, rewrite, or replace inefficient algorithms and document performance improvements.

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