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Kaushikjas10 / Liquefaction-gravel-eml-2023

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This repository is associated with interpretable/explainable ML model for liquefaction potential assessment of gravelly soils. This model is developed using LightGBM and SHAP.

machine-learning lightgbm artficial-intelligence earthquake automl geotechnical-engineering explainable-artificial-intelligence earthquake-engineering liquefaction shap shear-waves gravel explainable-machine-learning shapley-additive-explanations lightgbm-classifier geotechnics flaml
  • Updated Mar 28, 2024
  • Jupyter Notebook

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