Stoneforge

Contents:

  • Installing Stoneforge
    • Prerequisites
    • Installation
      • Windows, Linux and macOS
    • Verify Installation
  • Quickstart
  • Petrophysics
    • Shale Volume
      • Shale Volume
        • gammarayindex()
        • vshale()
        • vshale_clavier()
        • vshale_larionov()
        • vshale_larionov_old()
        • vshale_linear()
        • vshale_neu_den()
        • vshale_nrm()
        • vshale_stieber()
      • References
    • Porosity
      • Porosity
        • density_porosity()
        • effective_porosity()
        • gaymard_porosity()
        • neutron_density_porosity()
        • neutron_porosity()
        • porosity()
        • sonic_porosity()
      • References
    • Water Saturation
      • Water Saturation
        • archie()
        • fertl()
        • indonesia()
        • simandoux()
        • water_saturation()
      • References
    • Permeability
      • Permeability
        • coates()
        • coates_dumanoir()
        • timur()
        • tixier()
      • References
    • References
  • Reservoir
    • Net Pay
      • Basic Calculations
        • cutoff()
        • net_pay_siliciclastic()
      • References
    • 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
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.permeability
  • stoneforge.petrophysics.porosity
  • stoneforge.petrophysics.shale_volume
  • stoneforge.petrophysics.water_saturation
  • stoneforge.pseudo_wells.monte_carlo_simulations
  • stoneforge.reservoir.net_pay
  • stoneforge.rock_physics.elastic_constants
  • stoneforge.rock_physics.fluid_substitution
  • stoneforge.rock_physics.gem
  • stoneforge.rock_physics.rock_physics_bounds

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