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apm_exercises icon apm_exercises

Exercises for the book Applied Predictive Modeling by Kuhn and Johnson (2013)

apm_lab icon apm_lab

Lab sessions of Applied Predictive Modeling

explainable_ml_hydro icon explainable_ml_hydro

This repository provides code for building XGBoost models for rainfall-runoff modeling and explaining the predictions using SHAP.

explainableml_suds icon explainableml_suds

Code for modeling and interpreting hydrological responses of sustainable urban drainage systems with explainable machine learning methods

hydromt icon hydromt

Metamorphic Testing for assessing hydrological models

hydropy icon hydropy

Analysis of hydrological oriented time series.

qgis-swmm icon qgis-swmm

Extends QGIS processing framework to models storm water management systems

vecstack icon vecstack

Python package for stacking (machine learning technique)

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