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MWEM Updates

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@joshua-oss joshua-oss released this 10 Aug 23:43
· 68 commits to main since this release
f8de737
  • Support for measuring Cuboids. Cuboids include multiple disjoint queries that can be measured under a single iteration.
  • Default iterations and query count adapt based on dimensionality of source data
  • Support for measure-only MWEM, for small cubes with optimal query workloads
  • Basic accountant keeps track of spent epsilon
  • Removed bin edge support, since we delegate to preprocessor now
  • Better handles cases where exponential mechanism can't find a query. Should always find queries to measure now
  • Debug flag prints trace information