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fix check inputs, disallow negative scores, update default thresholds #289

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This pull request changes the following three things:

  1. It fixes the bug that input checking fails when some floating number parameters are integers.
  2. It disallows negative matching scores to ensure the optimization is concave.
  3. It updates the default values of the parameters bad_match_thresholds to the same with what was used in NeurIPS 2024.

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