├── .ipynb_checkpoints ├── Data_exploration_visualization-checkpoint.ipynb └── Random_Forest_XG_Boost-checkpoint.ipynb ├── Data_exploration_visualization.ipynb ├── README.md ├── Random_Forest_XG_Boost.ipynb ├── force_2020_meta.csv ├── images └── Rig_Galveston.JPG ├── penalty_matrix.npy └── wellbore_exploration_all.csv /.ipynb_checkpoints/Data_exploration_visualization-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/.ipynb_checkpoints/Data_exploration_visualization-checkpoint.ipynb -------------------------------------------------------------------------------- /.ipynb_checkpoints/Random_Forest_XG_Boost-checkpoint.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/.ipynb_checkpoints/Random_Forest_XG_Boost-checkpoint.ipynb -------------------------------------------------------------------------------- /Data_exploration_visualization.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/Data_exploration_visualization.ipynb -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/README.md -------------------------------------------------------------------------------- /Random_Forest_XG_Boost.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/Random_Forest_XG_Boost.ipynb -------------------------------------------------------------------------------- /force_2020_meta.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/force_2020_meta.csv -------------------------------------------------------------------------------- /images/Rig_Galveston.JPG: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/images/Rig_Galveston.JPG -------------------------------------------------------------------------------- /penalty_matrix.npy: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/penalty_matrix.npy -------------------------------------------------------------------------------- /wellbore_exploration_all.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/sgautam666/Machine_Learning_for_Lithology_Prediction_from_Well_Logs/HEAD/wellbore_exploration_all.csv --------------------------------------------------------------------------------