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basalt_geochemistry

This jupyter notebook includes python codes for manuscript 'Discern detachment of the subducting slab in an ancient subduction zone using machine learning'. The main parts are:

  • Data preprocessing
  • Machine learning model training and validation
  • SHAP, machine learning model explainability
  • Make prediction by using the trained machine learning model

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