├── .gitignore ├── Facies Classification - SVM - MATT.ipynb ├── Facies Classification - SVM.ipynb ├── KSdata ├── test_wells.csv └── training_wells.csv ├── README.md ├── classification_utilities.py ├── facies_vectors.csv ├── leadingedge ├── facies_classification.md └── images │ ├── pairplot.png │ ├── stuart.png │ └── test_well.png ├── map_wells.ipynb ├── nofacies_data.csv ├── training_data.csv ├── validation_data_nofacies.csv └── well_data_with_facies.csv /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/.gitignore -------------------------------------------------------------------------------- /Facies Classification - SVM - MATT.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/Facies Classification - SVM - MATT.ipynb -------------------------------------------------------------------------------- /Facies Classification - SVM.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/Facies Classification - SVM.ipynb -------------------------------------------------------------------------------- /KSdata/test_wells.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/KSdata/test_wells.csv -------------------------------------------------------------------------------- /KSdata/training_wells.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/KSdata/training_wells.csv -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/README.md -------------------------------------------------------------------------------- /classification_utilities.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/classification_utilities.py -------------------------------------------------------------------------------- /facies_vectors.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/facies_vectors.csv -------------------------------------------------------------------------------- /leadingedge/facies_classification.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/leadingedge/facies_classification.md -------------------------------------------------------------------------------- /leadingedge/images/pairplot.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/leadingedge/images/pairplot.png -------------------------------------------------------------------------------- /leadingedge/images/stuart.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/leadingedge/images/stuart.png -------------------------------------------------------------------------------- /leadingedge/images/test_well.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/leadingedge/images/test_well.png -------------------------------------------------------------------------------- /map_wells.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/map_wells.ipynb -------------------------------------------------------------------------------- /nofacies_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/nofacies_data.csv -------------------------------------------------------------------------------- /training_data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/training_data.csv -------------------------------------------------------------------------------- /validation_data_nofacies.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/validation_data_nofacies.csv -------------------------------------------------------------------------------- /well_data_with_facies.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/brendonhall/facies_classification/HEAD/well_data_with_facies.csv --------------------------------------------------------------------------------