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Update warning messages
Browse files- pysr/sr.py +2 -3
pysr/sr.py
CHANGED
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@@ -1274,14 +1274,13 @@ class PySRRegressor(MultiOutputMixin, RegressorMixin, BaseEstimator):
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# Ensure instance parameters are allowable values:
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if self.tournament_selection_n > self.population_size:
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raise ValueError(
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"tournament_selection_n parameter must be smaller than population_size
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)
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if self.maxsize > 40:
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warnings.warn(
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"Note: Using a large maxsize for the equation search will be "
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"exponentially slower and use significant memory.
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"turning `use_frequency` to False, and perhaps use `warmup_maxsize_by`."
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)
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elif self.maxsize < 7:
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raise ValueError("PySR requires a maxsize of at least 7")
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# Ensure instance parameters are allowable values:
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if self.tournament_selection_n > self.population_size:
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raise ValueError(
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"`tournament_selection_n` parameter must be smaller than `population_size`."
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)
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if self.maxsize > 40:
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warnings.warn(
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"Note: Using a large maxsize for the equation search will be "
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+
"exponentially slower and use significant memory."
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)
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elif self.maxsize < 7:
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raise ValueError("PySR requires a maxsize of at least 7")
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