Index

A

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

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

C

convert_into_matrix() (stoneforge.preprocessing.data_management.project method)

correct_step_value() (in module stoneforge.tvdss.calculate_tvdss) 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)

decision_tree_classifier() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict) density_porosity() (in module stoneforge.petrophysics.porosity)

E

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.fit)

G

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_naive_bayes() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)

gaussian_variogram_model() (in module stoneforge.pseudo_wells.monte_carlo_simulations) gaymard_porosity() (in module stoneforge.petrophysics.porosity) get_tvdss() (in module stoneforge.tvdss.calculate_tvdss)

H

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

k_nearest_neighbors() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)

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

L

logistic_regression() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)

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_correlated_variables() (in module stoneforge.pseudo_wells.monte_carlo_simulations) 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 stoneforge.machine_learning.fit stoneforge.machine_learning.predict stoneforge.machine_learning.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.rock_physics_bounds stoneforge.tvdss stoneforge.tvdss.calculate_tvdss

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

N

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

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

P

poisson() (in module stoneforge.rock_physics.elastic_constants) porosity() (in module stoneforge.petrophysics.porosity)

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

R

random_florest() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)

return_curve() (stoneforge.preprocessing.data_processing.predict_processing method) reuss() (in module stoneforge.rock_physics.rock_physics_bounds) round_values() (in module stoneforge.tvdss.calculate_tvdss)

S

saves() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.settings) settings() (in module stoneforge.machine_learning.settings) shape_check() (stoneforge.preprocessing.data_management.project method) simandoux() (in module stoneforge.petrophysics.water_saturation) sonic_porosity() (in module stoneforge.petrophysics.porosity) spherical_variogram_model() (in module stoneforge.pseudo_wells.monte_carlo_simulations) stoneforge.machine_learning module stoneforge.machine_learning.fit module stoneforge.machine_learning.predict module stoneforge.machine_learning.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.rock_physics_bounds module stoneforge.tvdss module stoneforge.tvdss.calculate_tvdss module support_vector_machine() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)

V

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_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)

X

xgboost() (in module stoneforge.machine_learning.fit) (in module stoneforge.machine_learning.predict)