├── 02_Demos ├── BayesianUpdatingInversion_Demo.xlsx ├── Bayesian_Demo.xlsx ├── Bayesian_Exploration_Demo.xlsx ├── Bayesian_Gaussian_Demo.xlsx ├── Marginal_Joint_Conditional.xlsx └── Probability_Hands-on.docx ├── 03_Demos ├── Difference_in_means_demo.xlsx ├── Difference_in_variances_demo.xlsx ├── GeostatsPy_datadistributions.ipynb ├── GeostatsPy_transformations.ipynb └── Vertical_Trend_Uncertainty_Demo.xlsx ├── 04_Demos ├── GeostatsPy_overfit.ipynb ├── GeostatsPy_trends.ipynb └── Trend_Modeling.xlsx ├── 05_Demos ├── GeostatsPy_spatial_continuity_directions.ipynb ├── GeostatsPy_variogram_calculation.ipynb ├── GeostatsPy_variogram_modeling.ipynb ├── Variogram Calc_Model_Demo_v2.0.xlsx └── Variogram_Simple_Calculation.xlsx ├── 06_Demos ├── GeostatsPy_spatial_continuity_directions.ipynb ├── GeostatsPy_variogram_modeling.ipynb ├── Variogram Calc_Model_Demo_v2.0.xlsx └── Variogram_Simple_Calculation.xlsx ├── 07_Demos ├── GeostatsPy_kriging.ipynb ├── Indicator_Kriging_Demo.xlsx ├── Simple_Kriging_Demo.xlsx └── Uncertainty_Away_From_Well_Demo.xlsx ├── 08_Demo ├── Bootstrap_Demo.xlsx ├── Bootstrap_Demo_Simple.xlsx ├── Declustering_Debias_Demo.xlsx ├── GeostatsPy_bootstrap.ipynb └── GeostatsPy_declustering.ipynb ├── 09_Demos ├── Indicator_Kriging_Demo.xlsx └── Sequential_Gaussian_Simulation_Demo.xlsx ├── 10_Demos ├── Decision_Making_with_Loss_Function_Demo.xlsx └── Vertical_Trend_Uncertainty_Demo.xlsx ├── 11_Demos ├── DT_Demo.ipynb └── SuportVectorMachines.ipynb ├── About_Michael_Pyrcz.pdf ├── LICENSE ├── Lectures ├── 00_CourseIntroduction.pdf ├── 01_FundamentalConcepts.pdf ├── 02_Probability.pdf ├── 03_Sparse_Data_Settings.pdf ├── 05_Spatial_Calc.pdf ├── 06_Spatial_Interpretation_Modeling.pdf ├── 07_SpatialEstimation.pdf ├── 08_DataPrep.pdf ├── 09_Spatial_Simulation.pdf ├── 10_Uncertainty.pdf ├── 11_Multivariate.pdf ├── 12_Machine_Learning.pdf ├── 13_Novel.pdf ├── 14_Resampling from Reservoir Analog Models_v2.pdf ├── 15_Gussow2018_Pyrcz.pdf ├── 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