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add self-retraining functionality for live/dry

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robcaulk
2022-05-09 15:25:00 +02:00
parent f62aa2b5ba
commit c151277705
7 changed files with 218 additions and 44 deletions
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8
freqtrade/templates/ExamplePredictionModel.py
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@@ -124,7 +124,7 @@ class ExamplePredictionModel(IFreqaiModel):
data (NaNs) or felt uncertain about data (PCA and DI index)
"""
logger.info("--------------------Starting prediction--------------------")
# logger.info("--------------------Starting prediction--------------------")
original_feature_list = self.dh.build_feature_list(self.config)
filtered_dataframe, _ = self.dh.filter_features(
@@ -151,8 +151,8 @@ class ExamplePredictionModel(IFreqaiModel):
predictions = self.model.predict(self.dh.data_dictionary["prediction_features"])
# compute the non-standardized predictions
predictions = predictions * self.dh.data["labels_std"] + self.dh.data["labels_mean"]
self.dh.predictions = predictions * self.dh.data["labels_std"] + self.dh.data["labels_mean"]
logger.info("--------------------Finished prediction--------------------")
# logger.info("--------------------Finished prediction--------------------")
return (predictions, self.dh.do_predict)
return (self.dh.predictions, self.dh.do_predict)