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Merge branch 'loss-experiment' of git.gfz-potsdam.de:naaice/model-training into loss-experiment

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Hannes Signer 2025-02-11 17:22:13 +01:00
commit 4d7502c309
2 changed files with 635 additions and 245 deletions
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878
POET_Training.ipynb
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preprocessing.py
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@ -174,7 +174,7 @@ def preprocessing_training(df_design, df_targets, func_dict_in, func_dict_out, s
elif scaling == 'global':
scaler_X.fit(pd.concat([X_train.iloc[:, X_train.columns != "Class"], y_train.iloc[:, y_train.columns != "Class"]], axis=0))
scaler_y = clone(scaler_X)
scaler_y = scaler_X
X_train = pd.concat([scaler_X.transform(X_train.loc[:, X_train.columns != "Class"]), X_train.loc[:, "Class"]], axis=1)
X_test = pd.concat([scaler_X.transform(X_test.loc[:, X_test.columns != "Class"]), X_test.loc[:, "Class"]], axis=1)