Fully align LightGBM with Catboost
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@ -97,13 +97,11 @@ class LightGBMPredictionModel(IFreqaiModel):
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Filter the prediction features data and predict with it.
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Filter the prediction features data and predict with it.
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:param: unfiltered_dataframe: Full dataframe for the current backtest period.
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:param: unfiltered_dataframe: Full dataframe for the current backtest period.
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:return:
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:return:
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:predictions: np.array of predictions
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:pred_df: dataframe containing the predictions
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:do_predict: np.array of 1s and 0s to indicate places where freqai needed to remove
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:do_predict: np.array of 1s and 0s to indicate places where freqai needed to remove
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data (NaNs) or felt uncertain about data (PCA and DI index)
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data (NaNs) or felt uncertain about data (PCA and DI index)
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"""
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"""
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# logger.info("--------------------Starting prediction--------------------")
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dk.find_features(unfiltered_dataframe)
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dk.find_features(unfiltered_dataframe)
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filtered_dataframe, _ = dk.filter_features(
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filtered_dataframe, _ = dk.filter_features(
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unfiltered_dataframe, dk.training_features_list, training_filter=False
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unfiltered_dataframe, dk.training_features_list, training_filter=False
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