feat(Events): added EventFilter, EventLabeller (#186)

2026-08-15 20:08:08 +00:00 · 2022-01-26 23:22:43 +01:00
parent 1042c82333
commit 42a1bc59cb
65 changed files with 759 additions and 276571 deletions
@@ -0,0 +1,15 @@
+from sklearn.preprocessing import MinMaxScaler, Normalizer, StandardScaler
+from .sklearn import SKLearnTransformation
+from typing import Literal
+
+ScalerTypes = Literal['normalize', 'minmax', 'standardize']
+
+def get_scaler(type: ScalerTypes) -> SKLearnTransformation:
+    if type == 'normalize':
+        return SKLearnTransformation(Normalizer())
+    elif type == 'minmax':
+        return SKLearnTransformation(MinMaxScaler(feature_range= (-1, 1)))
+    elif type == 'standardize':
+        return SKLearnTransformation(StandardScaler())
+    else:
+        raise Exception("Scaler type not supported")