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Refactor MO and CC and define matching cMABs #64

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Changes:

  • Introduced ModelMO and ModelCC classes for multi-objective and cost control modeling.
  • Updated BaseMab to support ModelMO and ModelCC.
  • Added BaseCmabBernoulliMO, CmabBernoulliMO, and CmabBernoulliMOCC for multi-objective CMAB.
  • Edited BaseSmabBernoulliMO, SmabBernoulliMO, and SmabBernoulliMOCC for multi-objective SMAB.
  • Enhanced validation and utility functions to handle multi-objective models.
  • Updated documentation and to reflect new multi-objective capabilities.

@shaharbar1 shaharbar1 added the enhancement New feature or request label Sep 30, 2024
@shaharbar1 shaharbar1 force-pushed the feature/multi_objective_cmab branch 4 times, most recently from 069bd42 to c26dde1 Compare September 30, 2024 20:39
 ### Changes:
 * Introduced `ModelMO` and `ModelCC` classes for multi-objective and cost control modeling.
 * Updated `BaseMab` to support `ModelMO` and `ModelCC`.
 * Added `BaseCmabBernoulliMO`, `CmabBernoulliMO`, and `CmabBernoulliMOCC` for multi-objective CMAB.
 * Edited `BaseSmabBernoulliMO`, `SmabBernoulliMO`, and `SmabBernoulliMOCC` for multi-objective SMAB.
 * Enhanced validation and utility functions to handle multi-objective models.
 * Updated documentation to reflect new multi-objective capabilities.
@shaharbar1 shaharbar1 force-pushed the feature/multi_objective_cmab branch from c26dde1 to 6a59177 Compare September 30, 2024 20:54
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