Index

_

__getattr__() (frflib.forecast_tools.forecaster_param.FakePanel method)

__repr__() (frflib.forecast_methods.forecast_wf.ForecastWF method) (frflib.uncertainty.lhs.WorkflowSampler method)

A

AbstractForecast (class in frflib.forecast_methods.abstract_forecast) add_dash_line() (in module frflib.plots.forecast_plots) adv_joint_plot() (in module frflib.plots.matplotlib_) aggregate_dyn() (in module frflib.utils.var_computations) ALL_FLUIDS (in module frflib.config.config_func) analog_wells() (in module frflib.forecast_tools.datamanip_tools) AnalogLearner (class in frflib.forecast_tools.learners.analog_learner) AnalogWells (class in frflib.forecast_methods.learn_forecaster.analog_wells) AnalogWells_BSW (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Gas (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Liq (class in frflib.forecast_methods.forecaster_catalog) AnalogWells_Oil (class in frflib.forecast_methods.forecaster_catalog) apply_cutoff() (in module frflib.forecast_tools.miscellaneous)

apply_eco_cutoff() (in module frflib.forecast_methods.constraints) apply_fit() (frflib.forecast_tools.fitters.abs_fitter_class.DCAFitEq method) (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) apply_max_bsw() (in module frflib.forecast_methods.constraints) apply_max_gas() (in module frflib.forecast_methods.constraints) apply_max_gas_main_gas() (in module frflib.forecast_methods.constraints) apply_max_gas_main_oil() (in module frflib.forecast_methods.constraints) apply_max_liq() (in module frflib.forecast_methods.constraints) apply_max_liq_from_history() (in module frflib.forecast_methods.constraints) apply_max_wat() (in module frflib.forecast_methods.constraints) arps_bound() (in module frflib.utils.equations) arps_cumulative() (in module frflib.utils.equations) arps_eq() (in module frflib.utils.equations) availability() (in module frflib.forecast_tools.availability)

B

bar_plot() (in module frflib.plots.plotly_) best_fit() (frflib.forecast_tools.fitters.abs_fitter_class.DCAFitEq method) (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) blind_test_results() (frflib.forecast_methods.forecast_wf.ForecastWF method) bsw_bound() (in module frflib.utils.equations) bsw_mix() (in module frflib.utils.equations)

BSWCst (class in frflib.forecast_methods.forecaster_catalog) BSWFoNpForecaster (class in frflib.forecast_methods.fit_forecast.bsw_fit) BSWLogFoForecaster (class in frflib.forecast_methods.fit_forecast.bsw_fit) BSWMixedSigmoidForecaster (class in frflib.forecast_methods.fit_forecast.bsw_fit) BSWSigmoidForecaster (class in frflib.forecast_methods.fit_forecast.bsw_fit) bt_get_worst_off() (frflib.forecast_methods.forecast_wf.ForecastWF method) build_model_summary() (in module frflib.utils.ml_analysis.analysis)

C

CGRCst (class in frflib.forecast_methods.forecaster_catalog) check_enough_data() (in module frflib.utils.ml_analysis.simulation) check_list_in_list() (in module frflib.utils.misc) check_validity() (frflib.forecast_methods.fit_forecast.bsw_fit.BSWLogFoForecaster method) (frflib.forecast_methods.fit_forecast.bsw_fit.BSWSigmoidForecaster method) (frflib.forecast_methods.fit_forecast.cst_forecaster.CSTForecaster method) (frflib.forecast_methods.fit_forecast.dca.DCA method) (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method) (frflib.forecast_methods.fit_forecast.gor_fit.GORLinearFit method) check_well_consistency() (in module frflib.data_class.input_data) Closed_Wells (class in frflib.forecast_methods.closed_wells) compare_blind_test() (frflib.forecast_methods.forecast_wf.ForecastWF method) compress_pca() (in module frflib.utils.pca_wf) compress_pca_no_process() (in module frflib.utils.pca_wf) compute_cum() (in module frflib.forecast_tools.miscellaneous) compute_cumulative() (in module frflib.utils.var_computations) compute_init_manual() (in module frflib.forecast_methods.forecast_wf) compute_well_score() (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) compute_well_status() (in module frflib.forecast_methods.constraints) computed_rates_from_ratio() (in module frflib.utils.var_computations)

condensat_fit() (frflib.forecast_methods.manual_forecast.ManualInitializer method) constant_func() (in module frflib.utils.equations) conv_factor() (in module frflib.config.config_func) convert_dtypes() (in module frflib.utils.fileio) copy() (frflib.data_class.input_data.InputData method) correction() (in module frflib.utils.var_computations) create_element() (in module frflib.forecast_tools.forecaster_param) create_form() (in module frflib.forecast_tools.forecaster_param) create_from_df() (frflib.data_class.input_data.InputData class method) create_unconstrained_columns() (in module frflib.forecast_methods.constraints) CSTForecaster (class in frflib.forecast_methods.fit_forecast.cst_forecaster) curve_type() (in module frflib.utils.curve_types) Curvetype_bsw (class in frflib.forecast_methods.forecaster_catalog) Curvetype_gas (class in frflib.forecast_methods.forecaster_catalog) Curvetype_gor (class in frflib.forecast_methods.forecaster_catalog) Curvetype_liquid (class in frflib.forecast_methods.forecaster_catalog) Curvetype_oil (class in frflib.forecast_methods.forecaster_catalog) CurvetypeForecaster (class in frflib.forecast_methods.learn_forecaster.curve_type_forecaster) CurveTypeLearner (class in frflib.forecast_tools.learners.curve_type_learner) cut_forecasts_to_end() (frflib.forecast_methods.forecast_wf.ForecastWF method) cut_like_wf() (frflib.forecast_methods.forecast_wf.ForecastWF method)

D

DateTimeTransformer (class in frflib.utils.ml_analysis.transformers) days_in_month() (in module frflib.utils.misc) DCA (class in frflib.forecast_methods.fit_forecast.dca) dca_exp_func() (in module frflib.utils.equations) DCA_GAS (class in frflib.forecast_methods.forecaster_catalog) dca_harm_func() (in module frflib.utils.equations) dca_hyper_func() (in module frflib.utils.equations) dca_hyper_plateau_func() (in module frflib.utils.equations) dca_hyper_plateau_segmented() (in module frflib.utils.equations) dca_hyper_segmented_time() (in module frflib.utils.equations) dca_hyper_segmented_time_plateau() (in module frflib.utils.equations) dca_hyper_time() (in module frflib.utils.equations) dca_hyper_time_plateau() (in module frflib.utils.equations) DCA_LIQ (class in frflib.forecast_methods.forecaster_catalog) DCA_OIL (class in frflib.forecast_methods.forecaster_catalog) DCAFitEq (class in frflib.forecast_tools.fitters.abs_fitter_class)

default_on_error() (in module frflib.utils.misc) derive_options() (in module frflib.forecast_tools.forecaster_param) detail_export() (frflib.forecast_methods.forecast_wf.ForecastWF method) df_fast_loc() (in module frflib.utils.dataframe_func) df_to_numpy() (in module frflib.utils.dataframe_func) discretize() (in module frflib.utils.ml_analysis.simulation) dist_multi_timeserie() (in module frflib.forecast_tools.datamanip_tools) dist_static_var() (in module frflib.forecast_tools.datamanip_tools) dist_timeserie() (in module frflib.forecast_tools.datamanip_tools) DummyForecaster_gas (class in frflib.forecast_methods.forecaster_catalog) DummyForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) DummyForecasterArps (class in frflib.forecast_methods.learn_forecaster.dummy_forecaster) DummyForecasterBSW (class in frflib.forecast_methods.learn_forecaster.dummy_forecaster) DummyLearner_arps (class in frflib.forecast_tools.learners.dummy_learner) DummyLearner_bsw (class in frflib.forecast_tools.learners.dummy_learner) DummyLearnerFixedLiq (class in frflib.forecast_tools.learners.dummy_learner_fixed_liq)

E

enrich_data() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.forecast_wf.ForecastWF method) execute() (frflib.forecast_methods.forecast_wf.ForecastWF class method)

execute_constraint() (in module frflib.forecast_methods.constraints) export_to_df() (frflib.forecast_methods.forecast_wf.ForecastWF method) extract_var_fit() (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method) extract_wf_parameters() (in module frflib.forecast_methods.forecast_wf)

F

FakePanel (class in frflib.forecast_tools.forecaster_param) filt_cat() (in module frflib.utils.filter) filter_cat() (frflib.data_class.input_data.InputData method) filter_date() (in module frflib.utils.filter) filter_history() (frflib.forecast_methods.fit_forecast.bsw_fit.BSWLogFoForecaster static method) filter_main_groups() (in module frflib.plots.plotly_) filter_production() (in module frflib.forecast_tools.datamanip_tools) filter_range() (in module frflib.utils.filter) filter_remove_val() (in module frflib.utils.filter) filter_values() (in module frflib.utils.filter) find_best_model_param() (in module frflib.utils.ml_analysis.analysis) fit() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) (frflib.forecast_tools.fitters.fitter_catalog.FitFoNp method) fit_group() (in module frflib.forecast_tools.fitters.abs_fitter_class) fit_model() (in module frflib.utils.ml_analysis.analysis) FitBSWMix (class in frflib.forecast_tools.fitters.fitter_catalog) FitCst (class in frflib.forecast_tools.fitters.fitter_catalog) FitDCAExp (class in frflib.forecast_tools.fitters.fitter_catalog) FitDCAHarm (class in frflib.forecast_tools.fitters.fitter_catalog) FitDCAHyper (class in frflib.forecast_tools.fitters.fitter_catalog) FitDCAHyperPlateau (class in frflib.forecast_tools.fitters.fitter_catalog) FitDCATime (class in frflib.forecast_tools.fitters.fitter_catalog) FitEq (class in frflib.forecast_tools.fitters.abs_fitter_class) FitFoNp (class in frflib.forecast_tools.fitters.fitter_catalog) FitFoNpAdaptable (class in frflib.forecast_tools.fitters.fitter_catalog) FitForecaster (class in frflib.forecast_methods.fit_forecast.fit_forecaster) FitGorLin (class in frflib.forecast_tools.fitters.fitter_catalog) FitLearner_arps (class in frflib.forecast_tools.learners.fit_learner) FitLearner_bsw (class in frflib.forecast_tools.learners.fit_learner) FitSegmentedDCA (class in frflib.forecast_tools.fitters.fitter_catalog) FitSegmentedDCAPlateau (class in frflib.forecast_tools.fitters.fitter_catalog) FitSegmentedDCATime (class in frflib.forecast_tools.fitters.fitter_catalog) FitSegmentedDCATimeNoDmin (class in frflib.forecast_tools.fitters.fitter_catalog) FitSegmentedDCATimePlateau (class in frflib.forecast_tools.fitters.fitter_catalog) FitSigmoid (class in frflib.forecast_tools.fitters.fitter_catalog) FixedLiq (class in frflib.forecast_methods.learn_forecaster.fixed_liq_forecaster) fo_np() (in module frflib.utils.equations) fo_np_adaptable() (in module frflib.utils.equations) force_all_true() (in module frflib.forecast_methods.manual_forecast) ForecasterParam (class in frflib.forecast_tools.forecaster_param) ForecastNewWF (class in frflib.forecast_methods.forecast_new_wf) ForecastWF (class in frflib.forecast_methods.forecast_wf) format_parameters() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq class method) frflib.config module frflib.config.config_func module frflib.data_class module frflib.data_class.input_data module frflib.forecast_methods module frflib.forecast_methods.abstract_forecast module frflib.forecast_methods.closed_wells module frflib.forecast_methods.constraints module frflib.forecast_methods.fit_forecast module frflib.forecast_methods.fit_forecast.bsw_fit module frflib.forecast_methods.fit_forecast.cst_forecaster module frflib.forecast_methods.fit_forecast.dca module frflib.forecast_methods.fit_forecast.fit_forecaster module frflib.forecast_methods.fit_forecast.gor_fit module frflib.forecast_methods.fit_forecast.segmented_dca module frflib.forecast_methods.forecast_new_wf module frflib.forecast_methods.forecast_wf module frflib.forecast_methods.forecaster_catalog module frflib.forecast_methods.learn_forecaster module frflib.forecast_methods.learn_forecaster.analog_wells module frflib.forecast_methods.learn_forecaster.curve_type_forecaster module frflib.forecast_methods.learn_forecaster.dummy_forecaster module frflib.forecast_methods.learn_forecaster.fitlearner_forecaster module frflib.forecast_methods.learn_forecaster.fixed_liq_forecaster module frflib.forecast_methods.learn_forecaster.group_seg_arps_forecaster module frflib.forecast_methods.learn_forecaster.learn_forecaster module frflib.forecast_methods.learn_forecaster.pca_class_forecaster module frflib.forecast_methods.learn_forecaster.pca_reg_forecaster module

frflib.forecast_methods.manual_forecast module frflib.forecast_methods.manual_forecaster_v2 module frflib.forecast_methods.multi_real module frflib.forecast_methods.reforecast module frflib.forecast_tools module frflib.forecast_tools.availability module frflib.forecast_tools.datamanip_tools module frflib.forecast_tools.fitters module frflib.forecast_tools.fitters.abs_fitter_class module frflib.forecast_tools.fitters.fitter_catalog module frflib.forecast_tools.forecaster_param module frflib.forecast_tools.learners module frflib.forecast_tools.learners.abs_learner_class module frflib.forecast_tools.learners.analog_learner module frflib.forecast_tools.learners.curve_type_learner module frflib.forecast_tools.learners.dummy_learner module frflib.forecast_tools.learners.dummy_learner_fixed_liq module frflib.forecast_tools.learners.fit_learner module frflib.forecast_tools.learners.pca_class_learner module frflib.forecast_tools.learners.pca_reg_learner module frflib.forecast_tools.learners.seg_arps_group_learner module frflib.forecast_tools.miscellaneous module frflib.plots module frflib.plots.data_analysis module frflib.plots.forecast_plots module frflib.plots.matplotlib_ module frflib.plots.plotly_ module frflib.plots.table module frflib.plots.utils module frflib.uncertainty module frflib.uncertainty.lhs module frflib.utils module frflib.utils.curve_types module frflib.utils.dataframe_func module frflib.utils.equations module frflib.utils.fileio module frflib.utils.filter module frflib.utils.misc module frflib.utils.ml_analysis module frflib.utils.ml_analysis.analysis module frflib.utils.ml_analysis.nevergrad_optimizer module frflib.utils.ml_analysis.optimizer module frflib.utils.ml_analysis.processing module frflib.utils.ml_analysis.simulation module frflib.utils.ml_analysis.transformers module frflib.utils.pca_wf module frflib.utils.regression_tools module frflib.utils.var_computations module full_forecast() (frflib.forecast_methods.abstract_forecast.AbstractForecast class method)

G

generate_df_simulation() (in module frflib.utils.ml_analysis.simulation) generate_forward() (in module frflib.forecast_methods.multi_real) get_adjusted() (in module frflib.forecast_methods.manual_forecast) get_all_fit() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_all_fluids() (frflib.data_class.input_data.InputData method) get_all_forecast() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.forecast_wf.ForecastWF method) get_all_uoms() (in module frflib.config.config_func) get_all_vars() (in module frflib.config.config_func) get_available_f_methods() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_boundary() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) get_cat_dict() (frflib.data_class.input_data.InputData method) get_cat_list() (frflib.data_class.input_data.InputData method) get_closed_wells() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_component_reverse() (in module frflib.utils.pca_wf) get_count_per_method_multi() (in module frflib.plots.utils) get_default_dic() (in module frflib.forecast_tools.forecaster_param) get_default_param_val() (frflib.forecast_methods.abstract_forecast.AbstractForecast class method) get_df_fit_like() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) get_f_methods() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_conditions() (in module frflib.forecast_methods.forecast_wf) get_f_methods_default_param() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_fluid() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_form() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_f_methods_form_dict() (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_feature_names_out() (frflib.utils.ml_analysis.transformers.RemoveUselessTransformer method) get_fit_result() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) get_fluid_dict() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_forecast_function() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq class method) get_forecast_plot_data_json() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_forecaster_form() (frflib.forecast_methods.abstract_forecast.AbstractForecast class method) (frflib.forecast_methods.forecast_wf.ForecastWF class method) get_forecaster_form_dict() (frflib.forecast_methods.abstract_forecast.AbstractForecast class method) (frflib.forecast_methods.forecast_wf.ForecastWF class method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster class method) get_full_stat_table() (frflib.data_class.input_data.InputData method) get_func_from_manual() (in module frflib.forecast_methods.manual_forecast) get_function() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) get_group_colors() (in module frflib.plots.utils) get_group_colors_from_map() (in module frflib.plots.utils) get_init() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) get_injector_well_list() (frflib.data_class.input_data.InputData method) get_json_group_forecast() (in module frflib.plots.forecast_plots) get_main_group() (in module frflib.plots.utils) get_main_groups() (in module frflib.plots.plotly_) get_manual_param() (in module frflib.forecast_methods.manual_forecast)

get_model_factory() (frflib.utils.ml_analysis.optimizer.ModelExplorer method) get_new_wells_list() (in module frflib.forecast_methods.forecast_wf) get_param_dict() (frflib.forecast_tools.forecaster_param.ForecasterParam method) get_param_value() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_percentile() (in module frflib.utils.ml_analysis.simulation) get_phaser_format() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_preset_wf() (in module frflib.config.config_func) get_prod_well_list() (frflib.data_class.input_data.InputData method) get_result_distribution() (in module frflib.plots.utils) get_result_summary() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_result_summary_by_run() (in module frflib.plots.utils) get_sum_forecast() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_truncated_normal() (in module frflib.utils.ml_analysis.simulation) get_var_color() (in module frflib.config.config_func) get_var_fluid() (in module frflib.config.config_func) get_var_fromfluid() (in module frflib.config.config_func) get_var_fromvar() (in module frflib.config.config_func) get_var_label() (in module frflib.config.config_func) get_var_type() (in module frflib.config.config_func) get_var_unit() (in module frflib.config.config_func) get_well_class() (in module frflib.utils.pca_wf) get_well_fit() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_forecast() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_forecast_func() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.closed_wells.Closed_Wells method) (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method) (frflib.forecast_methods.learn_forecaster.fitlearner_forecaster.LearnFitForecaster_arps method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method) get_well_forecast_param() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_num_per_fmethod() (frflib.forecast_methods.forecast_wf.ForecastWF method) get_well_param() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) get_well_prod() (frflib.data_class.input_data.InputData method) GORCst (class in frflib.forecast_methods.forecaster_catalog) GORLinearFit (class in frflib.forecast_methods.fit_forecast.gor_fit) group_fit() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.closed_wells.Closed_Wells method) (frflib.forecast_methods.manual_forecast.ManualForecast method) group_forecast() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) GroupSegArpsForecaster (class in frflib.forecast_methods.learn_forecaster.group_seg_arps_forecaster) GroupSegmentedArpsGas (class in frflib.forecast_methods.forecaster_catalog) GroupSegmentedArpsOil (class in frflib.forecast_methods.forecaster_catalog)

H

hist_plot() (in module frflib.plots.matplotlib_)

I

InputData (class in frflib.data_class.input_data)

interp_potential() (in module frflib.utils.misc) is_num_column() (in module frflib.utils.dataframe_func)

K

kmean_cluster() (in module frflib.utils.pca_wf)

L

Learner (class in frflib.forecast_tools.learners.abs_learner_class) LearnFitForecaster_arps (class in frflib.forecast_methods.learn_forecaster.fitlearner_forecaster) LearnFitForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) LearnFitForecaster_gas (class in frflib.forecast_methods.forecaster_catalog) LearnFitForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) LearnForecaster (class in frflib.forecast_methods.learn_forecaster.learn_forecaster) lighten_color() (in module frflib.plots.utils) linear_function() (in module frflib.utils.equations) LIQCst (class in frflib.forecast_methods.forecaster_catalog)

LIQCstConditional (class in frflib.forecast_methods.forecaster_catalog) load_dict_from_hdf_store() (in module frflib.utils.fileio) load_from_csv() (frflib.data_class.input_data.InputData method) load_from_hdf() (frflib.forecast_methods.forecast_wf.ForecastWF class method) load_hdf() (frflib.data_class.input_data.InputData class method) load_json() (frflib.data_class.input_data.InputData class method) load_json_old() (frflib.data_class.input_data.InputData class method) load_workflows_from_path() (in module frflib.uncertainty.lhs) logger (in module frflib.forecast_tools.availability)

M

make_dict_preprocessing() (in module frflib.utils.ml_analysis.processing) make_manual_wf() (in module frflib.forecast_methods.manual_forecaster_v2) make_pipeline() (in module frflib.utils.ml_analysis.processing) make_static_list() (in module frflib.utils.ml_analysis.processing) ManualForecast (class in frflib.forecast_methods.manual_forecast) ManualForecastV2 (class in frflib.forecast_methods.manual_forecaster_v2) ManualInitializer (class in frflib.forecast_methods.manual_forecast) map_list_to_color() (in module frflib.plots.utils) merge_dataframe() (in module frflib.utils.dataframe_func) merge_dist_matrix() (in module frflib.forecast_tools.datamanip_tools) model_analysis() (in module frflib.utils.ml_analysis.analysis) model_prepare() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) model_train() (frflib.forecast_tools.learners.seg_arps_group_learner.SegmentedArpsLearner method) ModelExplorer (class in frflib.utils.ml_analysis.optimizer) modif_arps_bound() (in module frflib.utils.equations) modif_arps_eq() (in module frflib.utils.equations) module frflib.config frflib.config.config_func frflib.data_class frflib.data_class.input_data frflib.forecast_methods frflib.forecast_methods.abstract_forecast frflib.forecast_methods.closed_wells frflib.forecast_methods.constraints frflib.forecast_methods.fit_forecast frflib.forecast_methods.fit_forecast.bsw_fit frflib.forecast_methods.fit_forecast.cst_forecaster frflib.forecast_methods.fit_forecast.dca frflib.forecast_methods.fit_forecast.fit_forecaster frflib.forecast_methods.fit_forecast.gor_fit frflib.forecast_methods.fit_forecast.segmented_dca frflib.forecast_methods.forecast_new_wf frflib.forecast_methods.forecast_wf frflib.forecast_methods.forecaster_catalog frflib.forecast_methods.learn_forecaster frflib.forecast_methods.learn_forecaster.analog_wells frflib.forecast_methods.learn_forecaster.curve_type_forecaster frflib.forecast_methods.learn_forecaster.dummy_forecaster frflib.forecast_methods.learn_forecaster.fitlearner_forecaster frflib.forecast_methods.learn_forecaster.fixed_liq_forecaster frflib.forecast_methods.learn_forecaster.group_seg_arps_forecaster frflib.forecast_methods.learn_forecaster.learn_forecaster frflib.forecast_methods.learn_forecaster.pca_class_forecaster frflib.forecast_methods.learn_forecaster.pca_reg_forecaster frflib.forecast_methods.manual_forecast frflib.forecast_methods.manual_forecaster_v2 frflib.forecast_methods.multi_real frflib.forecast_methods.reforecast frflib.forecast_tools frflib.forecast_tools.availability frflib.forecast_tools.datamanip_tools frflib.forecast_tools.fitters frflib.forecast_tools.fitters.abs_fitter_class frflib.forecast_tools.fitters.fitter_catalog frflib.forecast_tools.forecaster_param frflib.forecast_tools.learners frflib.forecast_tools.learners.abs_learner_class frflib.forecast_tools.learners.analog_learner frflib.forecast_tools.learners.curve_type_learner frflib.forecast_tools.learners.dummy_learner frflib.forecast_tools.learners.dummy_learner_fixed_liq frflib.forecast_tools.learners.fit_learner frflib.forecast_tools.learners.pca_class_learner frflib.forecast_tools.learners.pca_reg_learner frflib.forecast_tools.learners.seg_arps_group_learner frflib.forecast_tools.miscellaneous frflib.plots frflib.plots.data_analysis frflib.plots.forecast_plots frflib.plots.matplotlib_ frflib.plots.plotly_ frflib.plots.table frflib.plots.utils frflib.uncertainty frflib.uncertainty.lhs frflib.utils frflib.utils.curve_types frflib.utils.dataframe_func frflib.utils.equations frflib.utils.fileio frflib.utils.filter frflib.utils.misc frflib.utils.ml_analysis frflib.utils.ml_analysis.analysis frflib.utils.ml_analysis.nevergrad_optimizer frflib.utils.ml_analysis.optimizer frflib.utils.ml_analysis.processing frflib.utils.ml_analysis.simulation frflib.utils.ml_analysis.transformers frflib.utils.pca_wf frflib.utils.regression_tools frflib.utils.var_computations

multi_pieplot() (in module frflib.plots.matplotlib_)

N

naming_phaser() (in module frflib.forecast_methods.forecast_wf)

ng_optimize() (in module frflib.utils.ml_analysis.nevergrad_optimizer)

O

op_translate() (in module frflib.utils.misc)

optim_l1() (in module frflib.utils.misc)

P

pair_plot() (in module frflib.plots.plotly_) param_to_forecast_func() (frflib.forecast_tools.learners.abs_learner_class.Learner class method) parse_lhs() (in module frflib.uncertainty.lhs) parse_lhs_with_conditions() (frflib.uncertainty.lhs.WorkflowSampler method) pca_and_cluster() (in module frflib.utils.pca_wf) pca_project() (in module frflib.utils.pca_wf) pca_reduction() (in module frflib.utils.pca_wf) pca_reverseTransform() (in module frflib.utils.pca_wf) pca_transform() (in module frflib.utils.pca_wf) PCAClassForecaster (class in frflib.forecast_methods.learn_forecaster.pca_class_forecaster) PCAClassForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) PCAClassForecaster_gor (class in frflib.forecast_methods.forecaster_catalog) PCAClassForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) PCAClassLearner (class in frflib.forecast_tools.learners.pca_class_learner) PCARegForecaster (class in frflib.forecast_methods.learn_forecaster.pca_reg_forecaster) PCARegForecaster_bsw (class in frflib.forecast_methods.forecaster_catalog) PCARegForecaster_gor (class in frflib.forecast_methods.forecaster_catalog) PCARegForecaster_oil (class in frflib.forecast_methods.forecaster_catalog) PCARegLearner (class in frflib.forecast_tools.learners.pca_reg_learner) pie_plot() (in module frflib.plots.plotly_) pivot_wellname_to_cols() (in module frflib.forecast_tools.datamanip_tools) plot_analog_well() (in module frflib.plots.forecast_plots) plot_analogs() (frflib.forecast_methods.learn_forecaster.analog_wells.AnalogWells method) plot_catalog() (in module frflib.config.config_func) plot_centroids() (in module frflib.utils.pca_wf) plot_curve_type() (in module frflib.utils.curve_types) plot_get_timeserie_sum() (in module frflib.plots.utils) plot_group_dist() (in module frflib.plots.plotly_) plot_group_fit() (in module frflib.forecast_tools.fitters.abs_fitter_class) (in module frflib.plots.matplotlib_) plot_group_forecast() (in module frflib.plots.forecast_plots)

plot_regression() (in module frflib.plots.plotly_) plot_remaining_cum() (in module frflib.plots.forecast_plots) plot_sample() (in module frflib.utils.pca_wf) plot_scatter() (in module frflib.plots.plotly_) plot_single_curvetype() (in module frflib.utils.curve_types) plot_stacked_series() (in module frflib.plots.plotly_) plot_summary() (in module frflib.forecast_methods.multi_real) plot_time_serie() (in module frflib.plots.plotly_) plot_well() (frflib.data_class.input_data.InputData method) plot_well_num_per_fmethod() (frflib.forecast_methods.forecast_wf.ForecastWF method) plot_well_pca() (in module frflib.utils.pca_wf) plot_wells() (in module frflib.plots.forecast_plots) (in module frflib.utils.pca_wf) plot_wells_polygon() (in module frflib.utils.pca_wf) post_process() (frflib.forecast_methods.forecast_wf.ForecastWF method) post_process_scan() (in module frflib.uncertainty.lhs) pre_process_dynamic() (in module frflib.utils.pca_wf) prepare_df_forplot() (in module frflib.plots.forecast_plots) prepare_tornado() (in module frflib.plots.utils) preprocess() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.closed_wells.Closed_Wells method) (frflib.forecast_methods.fit_forecast.dca.DCA method) (frflib.forecast_methods.fit_forecast.gor_fit.GORLinearFit method) (frflib.forecast_methods.fit_forecast.segmented_dca.SegmentedDCA method) (frflib.forecast_methods.forecaster_catalog.LIQCstConditional method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) process_data() (in module frflib.utils.ml_analysis.analysis) process_dynamic_index() (in module frflib.data_class.input_data) process_static_index() (in module frflib.data_class.input_data) profile_from_analogs() (in module frflib.forecast_tools.datamanip_tools)

R

reforecast_scan() (in module frflib.uncertainty.lhs) reforecast_wf() (in module frflib.forecast_methods.reforecast) RegroupEncoder (class in frflib.utils.ml_analysis.transformers) regularize_data() (in module frflib.utils.pca_wf) reindex_df() (in module frflib.forecast_tools.datamanip_tools)

remove_on_conditions() (in module frflib.uncertainty.lhs) RemoveUselessTransformer (class in frflib.utils.ml_analysis.transformers) resample_timeserie() (in module frflib.forecast_tools.datamanip_tools) rescale_column() (in module frflib.forecast_tools.datamanip_tools) robust_fit() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) run_multiple_workflows() (in module frflib.forecast_methods.multi_real)

S

save_hdf() (frflib.data_class.input_data.InputData method) save_json() (frflib.data_class.input_data.InputData method) save_to_hdf() (frflib.forecast_methods.forecast_wf.ForecastWF method) score_func() (in module frflib.utils.misc) SegmentedArpsLearner (class in frflib.forecast_tools.learners.seg_arps_group_learner) SegmentedDCA (class in frflib.forecast_methods.fit_forecast.segmented_dca) SegmentedDCA_Gas (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Gas_Time (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Oil (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCA_Oil_Time (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCAPlateau (class in frflib.forecast_methods.fit_forecast.segmented_dca) SegmentedDCAPlateau_Gas (class in frflib.forecast_methods.forecaster_catalog) SegmentedDCATime (class in frflib.forecast_methods.fit_forecast.segmented_dca) select_closest_analogs() (in module frflib.forecast_tools.datamanip_tools) set_cond() (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) (frflib.forecast_tools.fitters.fitter_catalog.FitBSWMix method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCAHyper method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCAHyperPlateau method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCATime method) (frflib.forecast_tools.fitters.fitter_catalog.FitFoNpAdaptable method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCA method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCAPlateau method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATime method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATimeNoDmin method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATimePlateau method) (frflib.forecast_tools.fitters.fitter_catalog.FitSigmoid method)

set_parameters() (frflib.forecast_tools.fitters.abs_fitter_class.DCAFitEq method) (frflib.forecast_tools.fitters.abs_fitter_class.FitEq method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCAExp method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCAHarm method) (frflib.forecast_tools.fitters.fitter_catalog.FitDCATime method) (frflib.forecast_tools.fitters.fitter_catalog.FitFoNp method) (frflib.forecast_tools.fitters.fitter_catalog.FitGorLin method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCA method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCAPlateau method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATime method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATimeNoDmin method) (frflib.forecast_tools.fitters.fitter_catalog.FitSegmentedDCATimePlateau method) setup_blindtest() (frflib.forecast_methods.forecast_new_wf.ForecastNewWF method) (frflib.forecast_methods.forecast_wf.ForecastWF method) sigmoid_func() (in module frflib.utils.equations) simple_arps_bound() (in module frflib.utils.equations) simple_arps_eq() (in module frflib.utils.equations) simple_pieplot() (in module frflib.plots.matplotlib_) subset() (frflib.data_class.input_data.InputData method) sum_dyn_df() (in module frflib.utils.var_computations) sum_inj_df() (in module frflib.utils.var_computations) sum_values() (in module frflib.utils.var_computations)

T

TargetEncoderWrapper (class in frflib.utils.ml_analysis.transformers) timeserie_heatmap() (in module frflib.plots.plotly_)

tornado_char() (in module frflib.plots.plotly_) tuple_to_forecast_func() (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method)

U

update_dict() (in module frflib.forecast_tools.miscellaneous)

update_manual() (frflib.forecast_methods.forecast_wf.ForecastWF method) update_parameters_with_dict() (frflib.uncertainty.lhs.WorkflowSampler method)

V

valid_fit() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.closed_wells.Closed_Wells method) (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method) (frflib.forecast_methods.learn_forecaster.fitlearner_forecaster.LearnFitForecaster_arps method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method)

valid_forecaster_params() (in module frflib.forecast_methods.forecast_wf)

W

well_fit() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.closed_wells.Closed_Wells method) (frflib.forecast_methods.fit_forecast.dca.DCA method) (frflib.forecast_methods.fit_forecast.fit_forecaster.FitForecaster method) (frflib.forecast_methods.learn_forecaster.fitlearner_forecaster.LearnFitForecaster_arps method) (frflib.forecast_methods.learn_forecaster.learn_forecaster.LearnForecaster method) (frflib.forecast_methods.manual_forecast.ManualForecast method) (frflib.forecast_methods.manual_forecast.ManualInitializer method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method)

well_forecast() (frflib.forecast_methods.abstract_forecast.AbstractForecast method) (frflib.forecast_methods.manual_forecaster_v2.ManualForecastV2 method) well_predict() (frflib.forecast_tools.learners.seg_arps_group_learner.SegmentedArpsLearner method) WGRCst (class in frflib.forecast_methods.forecaster_catalog) WorkflowSampler (class in frflib.uncertainty.lhs) write_dict_to_hdf_group() (in module frflib.utils.fileio)

X

XYScaler (class in frflib.utils.ml_analysis.transformers)