diff --git a/ANN_Training.py b/ANN_Training.py
index c7961fdbcd84712312fa0ea5f1f0fb264a2ddc98..8a7ba02b30e16e89ef3a9f91fc4712bca117e6b5 100644
--- a/ANN_Training.py
+++ b/ANN_Training.py
@@ -2,19 +2,13 @@
 """
 @author: Laura C. Kühle, Soraya Terrab (sorayaterrab)
 
-TODO: Add ANN classification from Soraya
 TODO: Give option to compare multiple models
 TODO: Use sklearn for classification
 TODO: Fix difference between accuracies (stems from rounding; choose higher value instead)
 TODO: Add more evaluation measures (AUROC, ROC, F1, training accuracy, etc.)
-TODO: Decide on k-fold cross-validation (Use? Which model do we keep?) -> Done (CV only for testing)
-TODO: Rework model testing to use k-fold cross-validation -> Done
-TODO: Clean up directories/naming -> Done
 TODO: Add log to pipeline
 TODO: Remove object set-up
-TODO: Add testing rule to Snakefile -> Done
-TODO: Give option to change 'num_epochs' for testing -> Done
-TODO: Adapt plot labels to new set-up -> Done
+TODO: Optimize Snakefile-vs-config relation
 
 """
 import numpy as np