Python program used to develop 1D-CNN models for simualtion of water depths at representative locations, as presented in "Deep learning-based rapid flood inundation modelling for flat floodplains with complex flow paths".
Also include: Python program used to develop LSTM models as competing models of the 1D-CNN models.