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REFACTOR: Initializers module #81

@iraedeus

Description

@iraedeus

The current version of the module is not suitable for several reasons:

  • Duplicate code for various scoring functions (AIC, BIC, Likelihood)
  • A full enumeration does not take into account components of the same family.
  • The greedy algorithm can be implemented using the Hungarian algorithm in O(n^3)

To resolve this issue, all sub-issues must be completed. Before starting work on it, please describe the architectural solution and discuss it with me.

The result of this task should be:

  • Three cluster matching strategies implemented: Greedy, Hugarian, and brute force.
  • The ability to select a score function for cluster matching strategies.

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