diff --git a/neuralprophet/time_net.py b/neuralprophet/time_net.py
index 2d8a2d474..e6fd8d7e0 100644
--- a/neuralprophet/time_net.py
+++ b/neuralprophet/time_net.py
@@ -21,7 +21,6 @@
     reg_func_trend,
     reg_func_trend_glocal,
 )
-from neuralprophet.utils_time_dataset import ComponentStacker
 from neuralprophet.utils_torch import init_parameter, interprete_model
 
 log = logging.getLogger("NP.time_net")