Machine learning project for lithology classification from well log data using XGBoost. Predicts Sandstone, Shale, and Limestone from petrophysical logs.
python data-science machine-learning scikit-learn xgboost geology drilling petrophysics petroleum-engineering lithology well-log drilling-engineering well-logging petroleum-industry petrophysics-upstream-midstream-downstream
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Updated
Aug 22, 2026 - Jupyter Notebook