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fix DB once and for all. Make DBSCAN more efficient and robust.

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This commit is contained in:
robcaulk
2022-08-05 21:26:39 +02:00
parent a3799c4d5d
commit a42a060ab5
3 changed files with 45 additions and 39 deletions
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4
freqtrade/freqai/freqai_interface.py
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@@ -384,7 +384,7 @@ class IFreqaiModel(ABC):
if self.freqai_info["feature_parameters"].get("DI_threshold", 0):
dk.data["avg_mean_dist"] = dk.compute_distances()
if self.freqai_info["feature_parameters"].get("DBSCAN_outlier_pct", 0):
if self.freqai_info["feature_parameters"].get("use_DBSCAN_to_remove_outliers", False):
if dk.pair in self.dd.old_DBSCAN_eps:
eps = self.dd.old_DBSCAN_eps[dk.pair]
else:
@@ -414,7 +414,7 @@ class IFreqaiModel(ABC):
if self.freqai_info["feature_parameters"].get("DI_threshold", 0):
dk.check_if_pred_in_training_spaces()
if self.freqai_info["feature_parameters"].get("DBSCAN_outlier_pct", 0):
if self.freqai_info["feature_parameters"].get("use_DBSCAN_to_remove_outliers", False):
dk.use_DBSCAN_to_remove_outliers(predict=True)
def model_exists(