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small PR conversation resolutions
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@ -511,7 +511,7 @@ class IFreqaiModel(ABC):
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"""
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"""
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@abstractmethod
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@abstractmethod
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def fit(self) -> Any:
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def fit(self, data_dictionary: Dict[str, Any]) -> Any:
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"""
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"""
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Most regressors use the same function names and arguments e.g. user
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Most regressors use the same function names and arguments e.g. user
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can drop in LGBMRegressor in place of CatBoostRegressor and all data
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can drop in LGBMRegressor in place of CatBoostRegressor and all data
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@ -44,7 +44,7 @@ class FreqaiModelResolver(IResolver):
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)
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)
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if freqaimodel_name in disallowed_models:
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if freqaimodel_name in disallowed_models:
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raise OperationalException(
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raise OperationalException(
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f"{freqaimodel_name} is a baseclass and cannot be used directly. User must choose "
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f"{freqaimodel_name} is a baseclass and cannot be used directly. Please choose "
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"an existing child class or inherit from this baseclass.\n"
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"an existing child class or inherit from this baseclass.\n"
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)
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)
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freqaimodel = FreqaiModelResolver.load_object(
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freqaimodel = FreqaiModelResolver.load_object(
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@ -555,7 +555,8 @@ class IStrategy(ABC, HyperStrategyMixin):
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Function designed to automatically generate, name and merge features
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Function designed to automatically generate, name and merge features
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from user indicated timeframes in the configuration file. User can add
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from user indicated timeframes in the configuration file. User can add
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additional features here, but must follow the naming convention.
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additional features here, but must follow the naming convention.
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Defined in IStrategy because Freqai needs to know it exists.
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This method is *only* used in FreqaiDataKitchen class and therefore
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it is only called if FreqAI is active.
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:params:
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:params:
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:pair: pair to be used as informative
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:pair: pair to be used as informative
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:df: strategy dataframe which will receive merges from informatives
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:df: strategy dataframe which will receive merges from informatives
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