Stoneforge

Contents:

  • Installing Stoneforge
    • Prerequisites
    • Installation
      • Windows, Linux and macOS
    • Verify Installation
  • Quickstart
  • Petrophysics
    • Porosity
      • density_porosity()
      • effective_porosity()
      • gaymard_porosity()
      • neutron_density_porosity()
      • neutron_porosity()
      • porosity()
      • sonic_porosity()
    • Shale Volume
      • gammarayindex()
      • vshale()
      • vshale_clavier()
      • vshale_larionov()
      • vshale_larionov_old()
      • vshale_linear()
      • vshale_neu_den()
      • vshale_nrm()
      • vshale_stieber()
    • Water Saturation
      • archie()
      • fertl()
      • indonesia()
      • simandoux()
      • water_saturation()
    • References
  • Rock Physics
    • Elastic Constants
      • bulk_modulus()
      • compressional_modulus()
      • compressional_wave_velocity()
      • poisson()
      • shear_modulus()
      • shear_wave_velocity()
    • Fluid Substitution
      • gassmann()
      • gassmann_subs()
      • kdry()
      • ksat()
      • mavko()
      • mavko_subs()
      • mdry()
      • msat()
    • Gem
      • constant_cement()
      • contact_cement()
      • gem()
      • gem_model()
      • hertz_mindlin()
      • soft_sand()
      • stiff_sand()
    • Rock Physics Bounds
      • hill()
      • reuss()
      • voigt()
    • References
  • Pseudo Wells
    • Monte Carlo Simulations
      • MCS_spacial_correlation()
      • analytical_variogram()
      • cov_matrix()
      • experimental_correlation()
      • experimental_variogram()
      • exponential_variogram_model()
      • gamma_calc()
      • gaussian_variogram_model()
      • modeled_correlation()
      • p()
      • spherical_variogram_model()
      • variogram_model
        • variogram_model.denormalization()
        • variogram_model.graph()
        • variogram_model.norm_graph()
        • variogram_model.norm_variography()
        • variogram_model.normalization()
        • variogram_model.variography()
    • References
  • Machine Learning
    • Classification
      • Settings (Classification)
        • settings()
      • Fit (Classification)
        • fit()
      • Predict (Classification)
        • predict()
      • References
    • Regression
      • Settings (Regression)
        • settings()
      • Fit (Regression)
        • fit()
      • Predict (Regression)
        • predict()
      • References
  • Preprocessing
    • Data Management
      • depth_zones()
      • project
        • project.class_counts()
        • project.convert_into_matrix()
        • project.data_replacement()
        • project.import_folder()
        • project.import_several_wells()
        • project.import_well()
        • project.shape_check()
    • Data Processing
      • data_assemble()
      • predict_processing
        • predict_processing.matrix_values()
        • predict_processing.return_curve()
        • predict_processing.train_test_split()
      • well_train_test_split()
Stoneforge
  • Overview: module code

All modules for which code is available

  • stoneforge.machine_learning.classification.fit
  • stoneforge.machine_learning.classification.predict
  • stoneforge.machine_learning.classification.settings
  • stoneforge.machine_learning.regression.fit
  • stoneforge.machine_learning.regression.predict
  • stoneforge.machine_learning.regression.settings
  • stoneforge.petrophysics.porosity
  • stoneforge.petrophysics.shale_volume
  • stoneforge.petrophysics.water_saturation
  • stoneforge.preprocessing.data_management
  • stoneforge.preprocessing.data_processing
  • stoneforge.pseudo_wells.monte_carlo_simulations
  • stoneforge.rock_physics.elastic_constants
  • stoneforge.rock_physics.fluid_substitution
  • stoneforge.rock_physics.gem
  • stoneforge.rock_physics.rock_physics_bounds

© Copyright 2024 GIECAR Laboratory, Universidade Federal Fluminense (UFF).

Built with Sphinx using a theme provided by Read the Docs.