Index

A

analytical_variogram() (in module stoneforge.pseudo_wells.monte_carlo_simulations)

archie() (in module stoneforge.petrophysics.water_saturation)

B

bulk_modulus() (in module stoneforge.rock_physics.elastic_constants)

C

class_counts() (stoneforge.preprocessing.data_management.project method) compressional_modulus() (in module stoneforge.rock_physics.elastic_constants) compressional_wave_velocity() (in module stoneforge.rock_physics.elastic_constants)

constant_cement() (in module stoneforge.rock_physics.gem) contact_cement() (in module stoneforge.rock_physics.gem) convert_into_matrix() (stoneforge.preprocessing.data_management.project method) cov_matrix() (in module stoneforge.pseudo_wells.monte_carlo_simulations)

D

data_assemble() (in module stoneforge.preprocessing.data_processing) data_replacement() (stoneforge.preprocessing.data_management.project method)

denormalization() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method) density_porosity() (in module stoneforge.petrophysics.porosity) depth_zones() (in module stoneforge.preprocessing.data_management)

E

effective_porosity() (in module stoneforge.petrophysics.porosity) experimental_correlation() (in module stoneforge.pseudo_wells.monte_carlo_simulations)

experimental_variogram() (in module stoneforge.pseudo_wells.monte_carlo_simulations) exponential_variogram_model() (in module stoneforge.pseudo_wells.monte_carlo_simulations)

F

fertl() (in module stoneforge.petrophysics.water_saturation)

fit() (in module stoneforge.machine_learning.classification.fit) (in module stoneforge.machine_learning.regression.fit)

G

gamma_calc() (in module stoneforge.pseudo_wells.monte_carlo_simulations) gammarayindex() (in module stoneforge.petrophysics.shale_volume) gassmann() (in module stoneforge.rock_physics.fluid_substitution) gassmann_subs() (in module stoneforge.rock_physics.fluid_substitution)

gaussian_variogram_model() (in module stoneforge.pseudo_wells.monte_carlo_simulations) gaymard_porosity() (in module stoneforge.petrophysics.porosity) gem() (in module stoneforge.rock_physics.gem) gem_model() (in module stoneforge.rock_physics.gem) graph() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method)

H

hertz_mindlin() (in module stoneforge.rock_physics.gem)

hill() (in module stoneforge.rock_physics.rock_physics_bounds)

I

import_folder() (stoneforge.preprocessing.data_management.project method) import_several_wells() (stoneforge.preprocessing.data_management.project method)

import_well() (stoneforge.preprocessing.data_management.project method) indonesia() (in module stoneforge.petrophysics.water_saturation)

K

kdry() (in module stoneforge.rock_physics.fluid_substitution)

ksat() (in module stoneforge.rock_physics.fluid_substitution)

M

matrix_values() (stoneforge.preprocessing.data_processing.predict_processing method) mavko() (in module stoneforge.rock_physics.fluid_substitution) mavko_subs() (in module stoneforge.rock_physics.fluid_substitution) MCS_spacial_correlation() (in module stoneforge.pseudo_wells.monte_carlo_simulations) mdry() (in module stoneforge.rock_physics.fluid_substitution) modeled_correlation() (in module stoneforge.pseudo_wells.monte_carlo_simulations) module stoneforge.machine_learning.classification stoneforge.machine_learning.classification.fit stoneforge.machine_learning.classification.predict stoneforge.machine_learning.classification.settings stoneforge.machine_learning.regression stoneforge.machine_learning.regression.fit stoneforge.machine_learning.regression.predict stoneforge.machine_learning.regression.settings stoneforge.petrophysics stoneforge.petrophysics.porosity stoneforge.petrophysics.shale_volume stoneforge.petrophysics.water_saturation stoneforge.preprocessing stoneforge.preprocessing.data_management stoneforge.preprocessing.data_processing stoneforge.pseudo_wells stoneforge.pseudo_wells.monte_carlo_simulations stoneforge.rock_physics stoneforge.rock_physics.elastic_constants stoneforge.rock_physics.fluid_substitution stoneforge.rock_physics.gem stoneforge.rock_physics.rock_physics_bounds

msat() (in module stoneforge.rock_physics.fluid_substitution)

N

neutron_density_porosity() (in module stoneforge.petrophysics.porosity) neutron_porosity() (in module stoneforge.petrophysics.porosity)

norm_graph() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method) norm_variography() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method) normalization() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method)

P

p() (in module stoneforge.pseudo_wells.monte_carlo_simulations) poisson() (in module stoneforge.rock_physics.elastic_constants) porosity() (in module stoneforge.petrophysics.porosity)

predict() (in module stoneforge.machine_learning.classification.predict) (in module stoneforge.machine_learning.regression.predict) predict_processing (class in stoneforge.preprocessing.data_processing) project (class in stoneforge.preprocessing.data_management)

R

return_curve() (stoneforge.preprocessing.data_processing.predict_processing method)

reuss() (in module stoneforge.rock_physics.rock_physics_bounds)

S

settings() (in module stoneforge.machine_learning.classification.settings) (in module stoneforge.machine_learning.regression.settings) shape_check() (stoneforge.preprocessing.data_management.project method) shear_modulus() (in module stoneforge.rock_physics.elastic_constants) shear_wave_velocity() (in module stoneforge.rock_physics.elastic_constants) simandoux() (in module stoneforge.petrophysics.water_saturation) soft_sand() (in module stoneforge.rock_physics.gem) sonic_porosity() (in module stoneforge.petrophysics.porosity) spherical_variogram_model() (in module stoneforge.pseudo_wells.monte_carlo_simulations) stiff_sand() (in module stoneforge.rock_physics.gem) stoneforge.machine_learning.classification module stoneforge.machine_learning.classification.fit module stoneforge.machine_learning.classification.predict module stoneforge.machine_learning.classification.settings module stoneforge.machine_learning.regression module stoneforge.machine_learning.regression.fit module stoneforge.machine_learning.regression.predict module stoneforge.machine_learning.regression.settings module stoneforge.petrophysics module

stoneforge.petrophysics.porosity module stoneforge.petrophysics.shale_volume module stoneforge.petrophysics.water_saturation module stoneforge.preprocessing module stoneforge.preprocessing.data_management module stoneforge.preprocessing.data_processing module stoneforge.pseudo_wells module stoneforge.pseudo_wells.monte_carlo_simulations module stoneforge.rock_physics module stoneforge.rock_physics.elastic_constants module stoneforge.rock_physics.fluid_substitution module stoneforge.rock_physics.gem module stoneforge.rock_physics.rock_physics_bounds module

T

train_test_split() (stoneforge.preprocessing.data_processing.predict_processing method)

V

variogram_model (class in stoneforge.pseudo_wells.monte_carlo_simulations) variography() (stoneforge.pseudo_wells.monte_carlo_simulations.variogram_model method) voigt() (in module stoneforge.rock_physics.rock_physics_bounds) vshale() (in module stoneforge.petrophysics.shale_volume) vshale_clavier() (in module stoneforge.petrophysics.shale_volume)

vshale_larionov() (in module stoneforge.petrophysics.shale_volume) vshale_larionov_old() (in module stoneforge.petrophysics.shale_volume) vshale_linear() (in module stoneforge.petrophysics.shale_volume) vshale_neu_den() (in module stoneforge.petrophysics.shale_volume) vshale_nrm() (in module stoneforge.petrophysics.shale_volume) vshale_stieber() (in module stoneforge.petrophysics.shale_volume)

W

water_saturation() (in module stoneforge.petrophysics.water_saturation)

well_train_test_split() (in module stoneforge.preprocessing.data_processing)