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mineral-exploration

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A Blender add-on with a collection of tools for 3D geological modelling, primarily designed for mineral exploration. It allows the import and visualization of drill holes and related interval data, point data, generation of simple block models, grade shell meshes, and integrates with the GemPy module for implicit geological modelling

  • Updated Mar 19, 2025
  • Python

This project uses machine learning to analyze geological, geochemical, aeromagnetic, and remote sensing data over 39,000 sq. km in southern India. It identifies high-probability zones for concealed Au, Cu, and PGE deposits using XGBoost, SHAP, and GeoPandas. Key features include automated pipelines, explainable AI, and GIS-ready maps.

  • Updated May 12, 2025
  • Jupyter Notebook

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