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Use array_to_params to translate categoricals back for res()

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Code format and lint on: pull_request 1

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tests on: pull_request 10

Python 3.9 - numpy >=1.25,<2

Python 3.9 - numpy >=2

Python 3.10 - numpy >=1.25,<2

Python 3.10 - numpy >=2

Python 3.11 - numpy >=1.25,<2

Python 3.11 - numpy >=2

Python 3.12 - numpy >=1.25,<2

Python 3.12 - numpy >=2

Python 3.13 - numpy >=2

Python 3.14 - numpy >=2

docs on: pull_request 1

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