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docs: update doc samples to use lowercased tuple and dict
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@@ -780,7 +780,7 @@ class MyCoolFreqaiModel(BaseRegressionModel):
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def predict(
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self, unfiltered_df: DataFrame, dk: FreqaiDataKitchen, **kwargs
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) -> Tuple[DataFrame, npt.NDArray[np.int_]]:
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) -> tuple[DataFrame, npt.NDArray[np.int_]]:
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# ... your custom stuff
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