├── Image_based_models ├── Data_preperation.ipynb ├── Model.ipynb ├── Predictions.ipynb └── readme ├── README.md ├── RF_2m.ipynb ├── Supporting_information.pdf └── point-based models ├── 1- Data preperation for point-based models.ipynb ├── 2- RF model.ipynb ├── 3- SVM model.ipynb ├── 4- DNN model.ipynb ├── Input_data_points ├── Points.cpg ├── Points.dbf ├── Points.sbn ├── Points.sbx ├── Points.shp ├── Points.shp.xml ├── Points.shx └── read_me └── readme /Image_based_models/Data_preperation.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/omarseleem92/Machine_learning_for_flood_susceptibility/HEAD/Image_based_models/Data_preperation.ipynb -------------------------------------------------------------------------------- /Image_based_models/Model.ipynb: -------------------------------------------------------------------------------- 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