This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of soils. This model is developed using XGBoost and SHAP.
python
machine-learning
matlab
artificial-intelligence
geotechnical-engineering
smote
boosting
synthetic-dataset-generation
liquefaction
extreme-gradient-boosting
explainable-machine-learning
shapley-additive-explanations
smote-oversampler
kmeans-smote
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Updated
Mar 28, 2024 - Jupyter Notebook