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More robust testing of categoricals #19

@danielward27

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@danielward27
  • What happens when fitting with non-existent factor levels?
  • Ordered factor variables are handled differently in certain cases in mgcv, we should add test cases to gam_test_cases.py, to ensure behavior is maintained between mgcv and pymgcv.

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