Pinned Repositories
APM_Exercises
Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)
APM_lab
Lab sessions of Applied Predictive Modeling
bioretention_optimize
The repo contains code for optimizing bioretention surface and drainage areas
deep_lumped
deep lumped hydrological models
essentials
explainable_ml_hydro
This repository provides code for building XGBoost models for rainfall-runoff modeling and explaining the predictions using SHAP.
generative_hydro_app
HydroMT
Metamorphic Testing for assessing hydrological models
indexing_catchment_model
Indexing catchments and hydrological models
swmm_gi_toolbox
Toolbox for coupling green infrastructure models and SWMM model
stsfk's Repositories
stsfk/HydroMT
Metamorphic Testing for assessing hydrological models
stsfk/explainable_ml_hydro
This repository provides code for building XGBoost models for rainfall-runoff modeling and explaining the predictions using SHAP.
stsfk/deep_lumped
deep lumped hydrological models
stsfk/generative_hydro_app
stsfk/indexing_catchment_model
Indexing catchments and hydrological models
stsfk/swmm_gi_toolbox
Toolbox for coupling green infrastructure models and SWMM model
stsfk/APM_Exercises
Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)
stsfk/APM_lab
Lab sessions of Applied Predictive Modeling
stsfk/bioretention_optimize
The repo contains code for optimizing bioretention surface and drainage areas
stsfk/essentials
stsfk/ExplainableML_SuDS
Code for modeling and interpreting hydrological responses of sustainable urban drainage systems with explainable machine learning methods
stsfk/flood_response
stsfk/Generative_catchment
Paper on "Modelling catchments – a data generating prospective".
stsfk/GIFMod
GIFMod project
stsfk/giswater
stsfk/hydro_adversarial_testing
This repo contains code for testing adversarial robustness
stsfk/hydrographGen
stsfk/hydropy
Analysis of hydrological oriented time series.
stsfk/KALIv2
KALIv2
stsfk/MatSWMM
stsfk/qgis-swmm
Extends QGIS processing framework to models storm water management systems
stsfk/r4ds
R for data science
stsfk/r4ds_ex
stsfk/spatial_GI
stsfk/SWMM
stsfk/train_generative_model_tutorial
Tutorial for training generative model
stsfk/vecstack
Python package for stacking (machine learning technique)