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fix bug in MultiOutput* with conv_width = 1

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robcaulk
2022-12-11 12:15:19 +01:00
parent 980a5a9b52
commit 85f22b5c30
2 changed files with 6 additions and 0 deletions
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3
freqtrade/freqai/base_models/BaseClassifierModel.py
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@@ -95,6 +95,9 @@ class BaseClassifierModel(IFreqaiModel):
self.data_cleaning_predict(dk) self.data_cleaning_predict(dk)
predictions = self.model.predict(dk.data_dictionary["prediction_features"]) predictions = self.model.predict(dk.data_dictionary["prediction_features"])
if self.CONV_WIDTH == 1:
predictions = np.reshape(predictions, (-1, len(dk.label_list)))
pred_df = DataFrame(predictions, columns=dk.label_list) pred_df = DataFrame(predictions, columns=dk.label_list)
predictions_prob = self.model.predict_proba(dk.data_dictionary["prediction_features"]) predictions_prob = self.model.predict_proba(dk.data_dictionary["prediction_features"])

3
freqtrade/freqai/base_models/BaseRegressionModel.py
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@@ -95,6 +95,9 @@ class BaseRegressionModel(IFreqaiModel):
self.data_cleaning_predict(dk) self.data_cleaning_predict(dk)
predictions = self.model.predict(dk.data_dictionary["prediction_features"]) predictions = self.model.predict(dk.data_dictionary["prediction_features"])
if self.CONV_WIDTH == 1:
predictions = np.reshape(predictions, (-1, len(dk.label_list)))
pred_df = DataFrame(predictions, columns=dk.label_list) pred_df = DataFrame(predictions, columns=dk.label_list)
pred_df = dk.denormalize_labels_from_metadata(pred_df) pred_df = dk.denormalize_labels_from_metadata(pred_df)