Index

Symbols

1d 1d array

2d 2d array

_

_bloc_num_format (watex.edi.Edi attribute), [1] _block_size (watex.edi.Edi attribute), [1] _data_header_com (watex.edi.Edi attribute), [1]

_phs_comps (watex.edi.Edi attribute), [1] _res_comps (watex.edi.Edi attribute), [1] _t_comps (watex.edi.Edi attribute), [1] _z_comps (watex.edi.Edi attribute), [1]

A

accept_types() (in module watex.utils.funcutils), [1] accuracy_score() (in module watex.exlib) (in module watex.exlib.sklearn) activation() (watex.AdalineGradientDescent method) (watex.AdalineStochasticGradientDescent method) (watex.base.AdalineGradientDescent method) (watex.base.AdalineStochasticGradientDescent method) AdaBoostClassifier (class in watex.exlib) (class in watex.exlib.sklearn) AdalineGradientDescent (class in watex) (class in watex.base), [1] AdalineStochasticGradientDescent (class in watex) (class in watex.base), [1] AI all_prefixes (watex.property.P attribute) alpha ama() (watex.methods.em.Processing method), [1] (watex.methods.Processing method) AMT annotate_log() (in module watex.utils.geotools) API AqGroup (class in watex.methods), [1] (class in watex.methods.hydro) aqname (watex.methods.hydro.MXS attribute) (watex.methods.MXS attribute) (watex.MXS attribute) AqSection (class in watex.methods), [1] (class in watex.methods.hydro)

Aquifer AquiferGroupError, [1] ArgumentError arrangement() (watex.property.Config static method) array-like array_to_frame() (in module watex.utils.validator) arraytype (watex.property.Config property) Artificial intelligence as_frame ascertain_mumerical_values() (watex.transformers.CategorizeFeatures method) assert_all_finite() (in module watex.utils.validator) assert_doi() (in module watex.decorators) (in module watex.utils.funcutils), [1] assert_elevation_value() (in module watex.utils.gistools) assert_lat_value() (in module watex.utils.gistools) assert_len_lns_tres() (in module watex.utils.geotools) assert_lon_value() (in module watex.utils.gistools) assert_ratio() (in module watex.utils.funcutils) assert_station() (in module watex.utils.geotools), [1] Attenuation band attribute attributes Audio-frequency magnetotelluric Audio-magnetotelluric auto (watex.cases.Processing property) (watex.cases.processing.Processing property) available_if() (in module watex.decorators) ax

B

backwards compatibility bagattr_infos (watex.property.BagoueNotes attribute) BaggingClassifier (class in watex.exlib) (class in watex.exlib.sklearn) bagkeys (watex.property.BagoueNotes attribute) Bagoue region BagoueNotes (class in watex.property), [1] bagvalues (watex.property.BagoueNotes attribute) barcatdist() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) Base (class in watex.geology.core), [1] base_estimator (watex.GridSearch property) (watex.models.BaseEvaluation property) (watex.models.GridSearch property) (watex.models.validation.BaseEvaluation property) (watex.models.validation.GridSearch property) base_estimator_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) base_log() (in module watex.utils.geotools), [1] base_transform() (in module watex.cases) (in module watex.cases.prepare), [1] base_version (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) BaseEstimator (class in watex.exlib) (class in watex.exlib.sklearn) BaseEvaluation (class in watex.models), [1] (class in watex.models.validation) baseEvaluation() (watex.cases.Preprocessing method) (watex.cases.processing.Preprocessing method) (watex.Preprocessing method) BaseModel (class in watex) (class in watex.cases) (class in watex.cases.modeling), [1] BasePlot (class in watex.property), [1] BaseSteps (class in watex) (class in watex.cases) (class in watex.cases.prepare), [1] batch_size_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) best_anr (watex.methods.ERP property) (watex.methods.erp.ERP property) best_east (watex.methods.ERP property) (watex.methods.erp.ERP property) best_estimator_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute)

best_index (watex.methods.ERP property) (watex.methods.erp.ERP property) best_index_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) best_lat (watex.methods.ERP property) (watex.methods.erp.ERP property) best_lon (watex.methods.ERP property) (watex.methods.erp.ERP property) best_magnitude (watex.methods.ERP property) (watex.methods.erp.ERP property) best_north (watex.methods.ERP property) (watex.methods.erp.ERP property) best_params_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) best_points (watex.methods.ERP property) (watex.methods.erp.ERP property) best_power (watex.methods.ERP property) (watex.methods.erp.ERP property) best_rhoaRange (watex.methods.ERP property) (watex.methods.erp.ERP property) best_score_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) best_sfi (watex.methods.ERP property) (watex.methods.erp.ERP property) best_shape (watex.methods.ERP property) (watex.methods.erp.ERP property) best_type (watex.methods.ERP property) (watex.methods.erp.ERP property) beta (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) betaj() (in module watex.utils.exmath), [1] bi_selector() (in module watex) (in module watex.utils), [1] (in module watex.utils.mlutils) binary classification bins biPlot() (in module watex.view), [1] (in module watex.view.mlplot) Borehole (class in watex.geology) (class in watex.geology.drilling), [1] boxplot Boxspace (class in watex.utils.box) build (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property)

C

cache (watex.cases.FeatureInspection property) (watex.cases.features.FeatureInspection property) (watex.FeatureInspection property) callable Campaign for drinking water supply Case-history in Bagoue-region cat_features_ (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute) categorical feature categories_ (watex.exlib.OneHotEncoder attribute) (watex.exlib.OrdinalEncoder attribute) (watex.exlib.sklearn.OneHotEncoder attribute) (watex.exlib.sklearn.OrdinalEncoder attribute) categorize_target() (in module watex.utils.hydroutils) categorized_dec() (watex.decorators.catmapflow2 method) CategorizeFeatures (class in watex.transformers), [1] catmapflow() (in module watex.decorators) catmapflow2 (class in watex.decorators) cattarget() (in module watex.utils), [1] (in module watex.utils.mlutils), [1] cb_anchor cb_aspect cb_drawedges cb_label cb_orientation cb_pad cb_panchor cb_shrink cb_spacing CDWS center_ (watex.exlib.RobustScaler attribute) (watex.exlib.sklearn.RobustScaler attribute) centre_point() (in module watex.externals.zutils) check_array() (in module watex.utils.validator) check_consistent_length() (in module watex.utils.validator) check_dimensionality() (in module watex.utils.funcutils) check_flow_objectivity() (in module watex.utils), [1] (in module watex.utils.hydroutils) check_memory() (in module watex.utils.validator) check_random_state() (in module watex.utils.validator) check_scalar() (in module watex.utils.validator) check_symmetric() (in module watex.utils.validator) check_X_y() (in module watex.utils.validator) check_y() (in module watex.utils.validator) CIV class_prior_ (watex.exlib.DummyClassifier attribute) (watex.exlib.sklearn.DummyClassifier attribute) class_weight_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) classes_ (watex.base.MajorityVoteClassifier attribute), [1] (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.DummyClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.GridSearchCV attribute) (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.LabelBinarizer attribute) (watex.exlib.LabelEncoder attribute) (watex.exlib.LinearSVC attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.Pipeline attribute) (watex.exlib.Pipeline property) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.DummyClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) (watex.exlib.sklearn.LabelBinarizer attribute) (watex.exlib.sklearn.LabelEncoder attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.Pipeline attribute) (watex.exlib.sklearn.Pipeline property) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.StackingClassifier attribute) (watex.exlib.SVC attribute) (watex.exlib.VotingClassifier attribute) classification_report() (in module watex.exlib) (in module watex.exlib.sklearn) classifier ClassifierMixin (class in watex.exlib) (class in watex.exlib.sklearn) classifiers_ (watex.base.MajorityVoteClassifier attribute), [1] classify_k() (in module watex) (in module watex.utils), [1] (in module watex.utils.hydroutils) clf clone() (in module watex.exlib) (in module watex.exlib.sklearn) closeDB() (watex.geology.database.DBSetting method) cluster_centers_ (watex.exlib.KMeans attribute) (watex.exlib.sklearn.KMeans attribute)

clusterer codef (watex.geology.database.GeoDataBase attribute) (watex.geology.geology.Structures attribute) (watex.geology.Structures attribute) (watex.Structures attribute) coef_ (watex.exlib.LinearSVC attribute) (watex.exlib.LinearSVR attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LinearSVR attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) coefficient of permeability coerce (watex.geology.geology.Structures property) (watex.geology.Structures property) (watex.Structures property) colorMPL (watex.geology.database.GeoDataBase property) ColumnTransformer (class in watex.exlib) (class in watex.exlib.sklearn) CombinedAttributesAdder (class in watex.transformers), [1] commit() (watex.geology.database.DBSetting method) components_ (watex.exlib.FactorAnalysis attribute) (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) compute_anr() (in module watex.utils.exmath) compute_determinant_error() (in module watex.externals.zutils) compute_errors() (in module watex.utils.exmath) compute_lower_anomaly() (in module watex.utils.exmath), [1] compute_magnitude() (in module watex.utils.exmath) compute_power() (in module watex.utils.exmath) compute_resistivity_phase() (watex.externals.ResPhase method) (watex.externals.z.ResPhase method) compute_scores() (in module watex.analysis), [1] (in module watex.analysis.factor) compute_sfi() (in module watex.utils.exmath) concat_array_from_list() (in module watex.utils.funcutils), [1] Conductivity confidence_ellipse() (in module watex.utils.plotutils) Config (class in watex.property), [1] ConfigError, [1] configuration() (in module watex.datasets.setup) (in module watex.utils.setup) confusion_matrix() (in module watex.exlib) (in module watex.exlib.sklearn) (in module watex.metrics), [1] connect_DB() (watex.geology.database.DBSetting method) continuous controle_delineate_curve() (in module watex.utils.plotutils) controlFrequencyBuffer() (watex.methods.em.Processing static method), [1] (watex.methods.Processing static method) Controlled source electromagnetic Controlled-source audio-frequency magnetotelluric Controlled-source audio-magnetotelluric controlObjId() (watex.cases.features.GeoFeatures static method) (watex.cases.GeoFeatures static method) convert_csvdata_from_fr_to_en() (in module watex.utils.funcutils) convert_distance_to_m() (in module watex.utils.exmath) convert_position_float2str() (in module watex.utils.gistools) convert_position_str2float() (in module watex.utils.gistools) CoordinateError, [1] Copyright (class in watex.property), [1] correct4sensor_orientation() (in module watex.externals.z) correlatedfeatures() (in module watex.utils), [1] (in module watex.utils.mlutils), [1] corrmatrix() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) cost_ (watex.AdalineGradientDescent attribute) (watex.AdalineStochasticGradientDescent attribute) (watex.base.AdalineGradientDescent attribute), [1] (watex.base.AdalineStochasticGradientDescent attribute), [1] Cote d'Ivoire count_func() (in module watex.utils.funcutils) covariance_ (watex.exlib.LedoitWolf attribute) (watex.exlib.ShrunkCovariance attribute) (watex.exlib.sklearn.LedoitWolf attribute) (watex.exlib.sklearn.ShrunkCovariance attribute) Côte d'Ivoire cparser_manager() (in module watex.utils.funcutils), [1] cpath() (in module watex.utils.funcutils), [1] cross_val_predict() (in module watex.exlib) (in module watex.exlib.sklearn) cross_val_score() (in module watex.exlib) (in module watex.exlib.sklearn) CSAMT CSEM cuse (watex.property.Copyright attribute) cv, [1] (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) cv_results_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) Cython

D

d_hanning_window() (in module watex.utils.exmath), [1] data Data (class in watex) (class in watex.base), [1] data (watex.base.Data property) (watex.BaseSteps property) (watex.cases.BaseSteps property) (watex.cases.FeatureInspection property) (watex.cases.features.FeatureInspection property) (watex.cases.features.GeoFeatures property) (watex.cases.GeoFeatures property) (watex.cases.prepare.BaseSteps property) (watex.cases.Preprocessing attribute) (watex.cases.Preprocessing property) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Preprocessing property) (watex.cases.processing.Processing attribute), [1] (watex.Data property) (watex.FeatureInspection property) (watex.Preprocessing attribute) (watex.Preprocessing property) (watex.QuickPlot property) (watex.view.plot.QuickPlot property) (watex.view.QuickPlot property) data leakage, [1] data type data_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) data_max_ (watex.exlib.MinMaxScaler attribute) (watex.exlib.sklearn.MinMaxScaler attribute) data_min_ (watex.exlib.MinMaxScaler attribute) (watex.exlib.sklearn.MinMaxScaler attribute) data_range_ (watex.exlib.MinMaxScaler attribute) (watex.exlib.sklearn.MinMaxScaler attribute) data_to_numpy() (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) DataConversionWarning DataFrameSelector (class in watex.transformers), [1] dataid (watex.edi.Edi property) DATASET (class in watex.datasets) (class in watex.datasets.sets) DatasetError, [1] dataType (watex.methods.ERP attribute) (watex.methods.erp.ERP attribute) DBSetting (class in watex.geology.database), [1] DC DC-Profiling DC-resistivity DC-Sounding DCProfiling (class in watex) (class in watex.methods), [1] (class in watex.methods.electrical) DCSounding (class in watex) (class in watex.methods), [1] (class in watex.methods.electrical) Dead-band Deadband decision_function decision_function() (watex.exlib.AdaBoostClassifier method) (watex.exlib.BaggingClassifier method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.AdaBoostClassifier method) (watex.exlib.sklearn.BaggingClassifier method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.StackingClassifier method) (watex.exlib.StackingClassifier method) decision_region() (in module watex.analysis), [1] (in module watex.analysis.decomposition) DecisionTreeClassifier (class in watex.exlib) (class in watex.exlib.sklearn) default_data_splitting() (in module watex.utils.mlutils), [1]

default_pipeline() (in module watex.cases) (in module watex.cases.prepare), [1] default_preparation() (in module watex.cases) (in module watex.cases.prepare), [1] define_anomaly() (in module watex.utils.exmath), [1] define_conductive_zone() (in module watex.utils.exmath), [1] defineConductiveZone() (in module watex.utils), [1] (in module watex.utils.coreutils) DefineMeasurement (watex.edi.Edi attribute), [1] deprecated (class in watex.decorators) deprecation DepthError, [1] describe (watex.base.Data property) (watex.Data property) det (watex.externals.Z property) (watex.externals.z.Z property) det_err (watex.externals.Z property) (watex.externals.z.Z property) detect_station_position() (in module watex.utils.exmath), [1] dev (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) dhGeology() (watex.geology.drilling.Drill method) dhSample() (watex.geology.drilling.Drill method) dhSurveyElevAz() (watex.geology.drilling.Drill method) dicT_sqlDB() (watex.geology.database.DBSetting method) dimensionality dipoleLength (watex.methods.ERP property) (watex.methods.erp.ERP property) discretizeCategoriesforStratification() (in module watex.utils.mlutils), [1] discussingfeatures() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) display_infos() (in module watex.utils.funcutils) display_s_infos() (in module watex.utils.geotools) displayCVTables() (in module watex.models), [1] (in module watex.models.validation) displayFineTunedResults() (in module watex.models), [1] (in module watex.models.validation) displayModelMaxDetails() (in module watex.models), [1] (in module watex.models.validation) displot DOC (watex.datasets.DATASET attribute) (watex.datasets.sets.DATASET attribute) docAppender (class in watex.decorators) docSanitizer (class in watex.decorators) docstring (class in watex.decorators) donothing (class in watex.decorators) double underscore double underscore notation drawn_anomaly_boundaries2() (in module watex.utils.funcutils) drawn_boundaries() (in module watex.utils.funcutils) Drill (class in watex.geology.drilling), [1] Drilling Drinking water supply campaign Drinking water supply project drop() (watex.base.Data method) (watex.base.Missing method) (watex.Data method) (watex.Missing method) drop_idx_ (watex.exlib.OneHotEncoder attribute) (watex.exlib.sklearn.OneHotEncoder attribute) drop_TableDB() (watex.geology.database.DBSetting method) dtype dual_coef_ (watex.exlib.KernelPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) dummy_basement_curve() (in module watex.utils.exmath), [1] DummyClassifier (class in watex.exlib) (class in watex.exlib.sklearn) dumpOrSerializeData() (in module watex.utils.mlutils), [1] DWSC

E

early stopping east (watex.site.Location property) easting_prefix (watex.property.P attribute) easts (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) EDI Edi (class in watex.edi), [1] EDIError, [1] edifiles_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) edinames_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) ediObjs_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) effective_metric_ (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) effective_metric_params_ (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) eigenvalues_ (watex.exlib.KernelPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) eigenvectors_ (watex.exlib.KernelPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) Electrical Data Interchange Electrical resistivity profiling electrical_props (watex.geology.database.GeoDataBase property) ElectricalMethods (class in watex.property), [1] Electromagnetic Electromagnetic array profiling elev (watex.edi.Edi property) (watex.site.Location property) elevation (watex.EM attribute) (watex.EM property) (watex.methods.EM attribute), [1] (watex.methods.EM property) (watex.methods.em.EM attribute) (watex.methods.em.EM property) EM (class in watex) (class in watex.methods), [1] (class in watex.methods.em) EM field tensor EM-tensor EMAP Emergency presidential program EMError, [1] EMProcessing (in module watex) epoch (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) epsg_project() (in module watex.utils.gistools) ERP (class in watex.methods), [1] (class in watex.methods.erp) erp_headen (watex.property.P attribute) erp_headll (watex.property.P attribute) ERPCollection (class in watex.methods), [1] (class in watex.methods.erp) erpColums (watex.methods.erp.ERPCollection attribute) (watex.methods.ERPCollection attribute) ERPError, [1] erpLabels (watex.methods.ERP attribute) (watex.methods.erp.ERP attribute) erpSelector() (in module watex) (in module watex.utils), [1] (in module watex.utils.coreutils) erpSmartDetector() (in module watex) (in module watex.utils), [1] errors_ (watex.base.GreedyPerceptron attribute), [1] estimator (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.Processing property) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.cases.processing.Processing property) (watex.Preprocessing attribute)

estimator instance estimator_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.SelectFromModel attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.exlib.sklearn.SelectFromModel attribute) estimator_errors_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) estimator_weights_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) EstimatorError, [1] estimators_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.StackingClassifier attribute) (watex.exlib.VotingClassifier attribute) estimators_features_ (watex.exlib.BaggingClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) estimators_samples_ (watex.exlib.BaggingClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) evalModel() (in module watex.utils), [1] (in module watex.utils.mlutils) EvalPlot (class in watex) (class in watex.view), [1] (class in watex.view.mlplot) evaluation metric evaluation metrics examples executeReq() (watex.geology.database.DBSetting method) existfeatures() (in module watex.base), [1] (in module watex.utils.mlutils) experimental explained_variance_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) explained_variance_ratio_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) ExPlot (class in watex) (class in watex.view), [1] (class in watex.view.plot) export_req() (watex.geology.database.DBSetting method) exportdf() (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) exportedis() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method), [1] exportErp() (watex.methods.erp.ERPCollection method) (watex.methods.ERPCollection method) exporttarget() (in module watex.utils.mlutils), [1] extract_pca() (in module watex.analysis), [1] (in module watex.analysis.decomposition) ExtractionError, [1] ExtraTreesClassifier (class in watex.exlib) (class in watex.exlib.sklearn)

F

f (watex.datasets.rload.Loader property) f1_score() (in module watex.exlib) (in module watex.exlib.sklearn) f_classif() (in module watex.exlib) (in module watex.exlib.sklearn) facetgrid FactorAnalysis (class in watex.exlib) (class in watex.exlib.sklearn) feature feature vector feature_importances_ (watex.BaseModel property) (watex.cases.BaseModel property) (watex.cases.modeling.BaseModel property) (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) feature_names_in_ (watex.base.SequentialBackwardSelection attribute), [1] (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.FactorAnalysis attribute) (watex.exlib.GridSearchCV attribute) (watex.exlib.IncrementalPCA attribute) (watex.exlib.KernelPCA attribute) (watex.exlib.KMeans attribute) (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.LedoitWolf attribute) (watex.exlib.LinearSVC attribute) (watex.exlib.LinearSVR attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.MinMaxScaler attribute) (watex.exlib.Normalizer attribute) (watex.exlib.OneHotEncoder attribute) (watex.exlib.OrdinalEncoder attribute) (watex.exlib.PCA attribute) (watex.exlib.Pipeline attribute) (watex.exlib.Pipeline property) (watex.exlib.PolynomialFeatures attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.RobustScaler attribute) (watex.exlib.SelectFromModel attribute) (watex.exlib.SelectKBest attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.ShrunkCovariance attribute) (watex.exlib.SimpleImputer attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) (watex.exlib.sklearn.KMeans attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) (watex.exlib.sklearn.LedoitWolf attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LinearSVR attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.MinMaxScaler attribute) (watex.exlib.sklearn.Normalizer attribute) (watex.exlib.sklearn.OneHotEncoder attribute) (watex.exlib.sklearn.OrdinalEncoder attribute) (watex.exlib.sklearn.PCA attribute) (watex.exlib.sklearn.Pipeline attribute) (watex.exlib.sklearn.Pipeline property) (watex.exlib.sklearn.PolynomialFeatures attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.exlib.sklearn.RobustScaler attribute) (watex.exlib.sklearn.SelectFromModel attribute) (watex.exlib.sklearn.SelectKBest attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.ShrunkCovariance attribute) (watex.exlib.sklearn.SimpleImputer attribute) (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.StackingClassifier attribute) (watex.exlib.StandardScaler attribute) (watex.exlib.SVC attribute) (watex.exlib.VotingClassifier attribute) (watex.SequentialBackwardSelection attribute) feature_transformation() (in module watex.analysis), [1] (in module watex.analysis.decomposition) FeatureError, [1] FeatureInspection (class in watex) (class in watex.cases) (class in watex.cases.features), [1] featureLabels_ (watex.cases.features.GeoFeatures attribute) (watex.cases.GeoFeatures attribute) features (watex.cases.Preprocessing property) (watex.cases.processing.Preprocessing property) (watex.Preprocessing property) FeatureUnion (class in watex.exlib) (class in watex.exlib.sklearn) fetch_data() (in module watex) (in module watex.datasets), [1] (in module watex.datasets.sets) fetch_json_data_from_url() (in module watex.utils.funcutils), [1] fetch_model() (in module watex.utils.mlutils), [1] fetchGeoDATA() (in module watex.utils.mlutils) fetching_data_from_repo() (in module watex.geology.core), [1] fetchModel() (in module watex.utils.mlutils), [1] fetchSingleRARData() (in module watex.datasets.rload) fetchSingleZIPData() (in module watex.datasets.rload) fig_dpi fig_num fig_orientation fig_size fig_tile FileHandlingError, [1] fill_coordinates() (in module watex.utils.coreutils), [1] fillNaN() (in module watex.utils.funcutils), [1] final_estimator_ (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.StackingClassifier attribute) find_aquifer_groups() (in module watex.utils), [1] (in module watex.utils.hydroutils) find_bound_for_integration() (in module watex.utils.exmath), [1] find_by_regex() (in module watex.utils.funcutils), [1] find_close_position() (in module watex.utils.funcutils), [1] find_distinct_items_and_indexes() (in module watex.utils.geotools) find_feature_positions() (in module watex.utils.funcutils) find_features_importances() (in module watex.analysis), [1] (in module watex.analysis.dimensionality) find_limit_for_integration() (in module watex.utils.exmath), [1] find_position_bounds() (in module watex.utils.funcutils) find_position_from_sa() (in module watex.utils.funcutils) find_similar_labels() (in module watex.utils), [1] (in module watex.utils.hydroutils) findCatandNumFeatures() (in module watex.utils), [1] (in module watex.utils.mlutils) findGroups() (watex.methods.AqGroup method) (watex.methods.hydro.AqGroup method), [1] findSection() (watex.methods.AqSection method) (watex.methods.hydro.AqSection method), [1] fit fit() (watex.AdalineGradientDescent method) (watex.AdalineStochasticGradientDescent method) (watex.base.AdalineGradientDescent method) (watex.base.AdalineStochasticGradientDescent method) (watex.base.Data method) (watex.base.GreedyPerceptron method) (watex.base.MajorityVoteClassifier method) (watex.base.SequentialBackwardSelection method) (watex.BaseSteps method) (watex.cases.BaseSteps method) (watex.cases.FeatureInspection method) (watex.cases.features.FeatureInspection method) (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) (watex.cases.prepare.BaseSteps method) (watex.cases.Preprocessing method) (watex.cases.processing.Preprocessing method) (watex.Data method) (watex.datasets.rload.Loader method) (watex.DCProfiling method) (watex.DCSounding method) (watex.edi.Edi method) (watex.EM method) (watex.EvalPlot method) (watex.exlib.ColumnTransformer method) (watex.exlib.DecisionTreeClassifier method) (watex.exlib.DummyClassifier method) (watex.exlib.FactorAnalysis method) (watex.exlib.FeatureUnion method) (watex.exlib.IncrementalPCA method) (watex.exlib.KernelPCA method) (watex.exlib.KMeans method) (watex.exlib.KNeighborsClassifier method) (watex.exlib.LabelBinarizer method) (watex.exlib.LabelEncoder method) (watex.exlib.LedoitWolf method) (watex.exlib.LinearSVC method) (watex.exlib.LinearSVR method) (watex.exlib.LogisticRegression method) (watex.exlib.MinMaxScaler method) (watex.exlib.Normalizer method) (watex.exlib.OneHotEncoder method) (watex.exlib.optional.XGBClassifier method) (watex.exlib.OrdinalEncoder method) (watex.exlib.PCA method) (watex.exlib.Pipeline method) (watex.exlib.PolynomialFeatures method) (watex.exlib.RobustScaler method) (watex.exlib.SelectFromModel method) (watex.exlib.ShrunkCovariance method) (watex.exlib.SimpleImputer method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.DecisionTreeClassifier method) (watex.exlib.sklearn.DummyClassifier method) (watex.exlib.sklearn.FactorAnalysis method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.IncrementalPCA method) (watex.exlib.sklearn.KernelPCA method) (watex.exlib.sklearn.KMeans method) (watex.exlib.sklearn.KNeighborsClassifier method) (watex.exlib.sklearn.LabelBinarizer method) (watex.exlib.sklearn.LabelEncoder method) (watex.exlib.sklearn.LedoitWolf method) (watex.exlib.sklearn.LinearSVC method) (watex.exlib.sklearn.LinearSVR method) (watex.exlib.sklearn.LogisticRegression method) (watex.exlib.sklearn.MinMaxScaler method) (watex.exlib.sklearn.Normalizer method) (watex.exlib.sklearn.OneHotEncoder method) (watex.exlib.sklearn.OrdinalEncoder method) (watex.exlib.sklearn.PCA method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.PolynomialFeatures method) (watex.exlib.sklearn.RobustScaler method) (watex.exlib.sklearn.SelectFromModel method) (watex.exlib.sklearn.ShrunkCovariance method) (watex.exlib.sklearn.SimpleImputer method) (watex.exlib.sklearn.StackingClassifier method) (watex.exlib.sklearn.StandardScaler method) (watex.exlib.sklearn.VotingClassifier method) (watex.exlib.StackingClassifier method) (watex.exlib.StandardScaler method) (watex.exlib.VotingClassifier method) (watex.exlib.XGBClassifier method) (watex.ExPlot method) (watex.FeatureInspection method) (watex.geology.Borehole method) (watex.geology.drilling.Borehole method) (watex.geology.geology.Structural method) (watex.geology.geology.Structures method) (watex.geology.GeoStrataModel method) (watex.geology.stratigraphic.GeoStrataModel method) (watex.geology.Structural method) (watex.geology.Structures method) (watex.GridSearch method) (watex.GridSearchMultiple method) (watex.methods.DCProfiling method) (watex.methods.DCSounding method) (watex.methods.electrical.DCProfiling method) (watex.methods.electrical.DCSounding method) (watex.methods.electrical.ResistivityProfiling method) (watex.methods.electrical.VerticalSounding method) (watex.methods.EM method) (watex.methods.em.EM method) (watex.methods.hydro.Logging method) (watex.methods.Logging method) (watex.methods.ResistivityProfiling method) (watex.methods.VerticalSounding method) (watex.models.BaseEvaluation method) (watex.models.GridSearch method) (watex.models.GridSearchMultiple method) (watex.models.pModels method) (watex.models.premodels.pModels method) (watex.models.validation.BaseEvaluation method) (watex.models.validation.GridSearch method) (watex.models.validation.GridSearchMultiple method) (watex.pModels method) (watex.Preprocessing method) (watex.QuickPlot method) (watex.ResistivityProfiling method) (watex.SequentialBackwardSelection method) (watex.Structural method) (watex.Structures method) (watex.TPlot method) (watex.transformers.CategorizeFeatures method) (watex.transformers.CombinedAttributesAdder method) (watex.transformers.DataFrameSelector method) (watex.transformers.FrameUnion method) (watex.transformers.StratifiedUsingBaseCategory method) (watex.transformers.StratifiedWithCategoryAdder method) (watex.VerticalSounding method) (watex.view.EvalPlot method) (watex.view.ExPlot method) (watex.view.mlplot.EvalPlot method) (watex.view.plot.ExPlot method) (watex.view.plot.QuickPlot method) (watex.view.plot.TPlot method) (watex.view.QuickPlot method) (watex.view.TPlot method) (watex.XGBClassifier method)

fit_by_ll() (in module watex.utils.funcutils), [1] fit_predict fit_predict() (watex.exlib.Pipeline method) (watex.exlib.sklearn.Pipeline method) fit_rocks() (in module watex.utils.geotools), [1] fit_status_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) fit_stratum_property() (in module watex.utils.geotools), [1] fit_transform fit_transform() (watex.BaseSteps method) (watex.cases.BaseSteps method) (watex.cases.prepare.BaseSteps method) (watex.EvalPlot method) (watex.exlib.ColumnTransformer method) (watex.exlib.FeatureUnion method) (watex.exlib.KernelPCA method) (watex.exlib.LabelBinarizer method) (watex.exlib.LabelEncoder method) (watex.exlib.PCA method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.KernelPCA method) (watex.exlib.sklearn.LabelBinarizer method) (watex.exlib.sklearn.LabelEncoder method) (watex.exlib.sklearn.PCA method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.TransformerMixin method) (watex.exlib.TransformerMixin method) (watex.view.EvalPlot method) (watex.view.mlplot.EvalPlot method) fitfunc() (in module watex.utils.exmath), [1] fitted fittensor() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) fitting flma() (watex.methods.em.Processing method), [1] (watex.methods.Processing method) flow Flow rate Flow rate prediction using SVMs Flow rate recommended Flow rate required Flow-rate flow_classes (watex.cases.FeatureInspection property) (watex.cases.features.FeatureInspection property) (watex.FeatureInspection property) fmt_text() (in module watex.utils.funcutils) (in module watex.utils.plotutils) fn (watex.methods.ERP property) (watex.methods.erp.ERP property) font_size font_style font_weight format_notes() (in module watex.utils.funcutils) FR fr_en_parser() (in module watex.utils.funcutils) frame_top_to_bottom() (in module watex.utils.geotools) FrameUnion (class in watex.transformers), [1] frcolortags (watex.property.P property) freq (watex.externals.Z property) (watex.externals.z.Z property) freqInterpolation() (watex.methods.em.Processing static method), [1] (watex.methods.Processing static method) freqs_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) FrequencyError, [1] from_csv() (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) from_json() (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) from_xml() (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) fs function

G

g2dgridandcbManager() (watex.decorators.gplot2d method) gallery galpha gaxis gdal_data_check (class in watex.decorators) GeekforGeeks matplotlib geo_rocks_properties (watex.property.Config property) GeoArgumentError geoArgumentsParser() (watex.geology.GeoStrataModel class method) (watex.geology.stratigraphic.GeoStrataModel class method) GeoDataBase (class in watex.geology.database), [1] geoDataBase (watex.geology.database.GeoDataBase attribute) GeoDatabaseError, [1] GeoFeatures (class in watex.cases) (class in watex.cases.features), [1] Geological Geology (class in watex.geology) (class in watex.geology.geology), [1] Geophysic Geophysical GeoPropertyError, [1] Geosciences GeoStrataModel (class in watex.geology) (class in watex.geology.stratigraphic), [1] get2dtensor() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) get_agso_properties() (in module watex.geology.core), [1] get_anomaly_ratio() (in module watex.utils.exmath), [1] get_aquifer_section() (in module watex.utils), [1] (in module watex.utils.hydroutils) get_aquifer_sections() (in module watex.utils), [1] (in module watex.utils.hydroutils) get_base_stratum() (watex.methods.hydro.HData method) get_best_kPCA_params() (in module watex.models), [1] (in module watex.models.validation) get_boundaries() (in module watex.utils.funcutils) get_closest_gap() (in module watex.utils.geotools) get_color_palette() (in module watex.utils.plotutils), [1] get_command() (watex.cli.PluginGroup method) get_component_with_most_variance() (in module watex.analysis), [1] (in module watex.analysis.dimensionality) get_compressed_vector() (in module watex.utils), [1] (in module watex.utils.hydroutils) get_confidence_ratio() (in module watex.utils.funcutils), [1] get_config() (in module watex.utils.thread) get_config_fname_from_varname() (in module watex.utils.funcutils), [1] get_covariance() (watex.exlib.FactorAnalysis method) (watex.exlib.sklearn.FactorAnalysis method) get_default_pipe() (watex.cases.Preprocessing method) (watex.cases.processing.Preprocessing method) (watex.Preprocessing method) get_epsg() (in module watex.utils.gistools) get_estimator_name() (in module watex.utils.validator) get_eval_scores() (in module watex.metrics), [1] get_feature_names_out get_feature_names_out() (watex.exlib.ColumnTransformer method) (watex.exlib.FeatureUnion method) (watex.exlib.OneHotEncoder method) (watex.exlib.Pipeline method) (watex.exlib.PolynomialFeatures method) (watex.exlib.SimpleImputer method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.OneHotEncoder method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.PolynomialFeatures method) (watex.exlib.sklearn.SimpleImputer method) (watex.exlib.sklearn.VotingClassifier method) (watex.exlib.VotingClassifier method) get_full_frequency() (in module watex.utils), [1] (in module watex.utils.exmath) get_index_for_mapping() (in module watex.utils.geotools) get_learning_curve() (watex.BaseModel method) (watex.cases.BaseModel method) (watex.cases.modeling.BaseModel method) get_metrics() (in module watex.metrics), [1] get_minVal() (in module watex.utils.exmath) get_missing_columns (watex.base.Missing property) (watex.Missing property) get_model_prediction() (watex.BaseModel method) (watex.cases.BaseModel method) (watex.cases.modeling.BaseModel method)

get_n_splits get_params get_params() (in module watex.base), [1] (in module watex.utils.funcutils) (watex.base.MajorityVoteClassifier method) (watex.exlib.BaseEstimator method) (watex.exlib.ColumnTransformer method) (watex.exlib.FeatureUnion method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.BaseEstimator method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.Pipeline method) get_period_list() (in module watex.externals.zutils) get_precision() (watex.exlib.FactorAnalysis method) (watex.exlib.sklearn.FactorAnalysis method) get_profile_angle() (in module watex.utils), [1] (in module watex.utils.exmath), [1] get_property_infos() (watex.methods.erp.ERPCollection method) (watex.methods.ERPCollection method) get_s_thicknesses() (in module watex.utils.geotools), [1] get_scorers() (in module watex) (in module watex.models), [1] (in module watex.models.validation) get_sections_from_depth() (in module watex.utils), [1] (in module watex.utils.hydroutils) get_shape() (in module watex.utils.exmath) get_station_number() (in module watex.utils.exmath), [1] get_strike() (in module watex.utils), [1] (in module watex.utils.exmath) get_target() (in module watex.utils), [1] get_type() (in module watex.utils.exmath) get_type2() (in module watex.utils.exmath) get_unique_section() (in module watex.utils), [1] (in module watex.utils.hydroutils) get_utm_string_from_sr() (in module watex.utils.gistools) get_utm_zone() (in module watex.utils.gistools) get_validation_curve() (watex.cases.Processing method) (watex.cases.processing.Processing method) get_xs_xr_splits() (in module watex.utils), [1] (in module watex.utils.hydroutils) getfullfrequency() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method), [1] getGlobalScore() (in module watex.utils), [1] (in module watex.utils.mlutils), [1] getGlobalScores() (in module watex.models), [1] (in module watex.models.validation) getreferencefrequency() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method), [1] getshape() (in module watex.utils.exmath) getSplitBestScores() (in module watex.models), [1] (in module watex.models.validation) gettype() (in module watex.utils.exmath) getValidTensors() (watex.methods.em.Processing method), [1] (watex.methods.Processing method) getzfromedis() (in module watex.utils.exmath) GISError, [1] glc glw gplot2d (class in watex.decorators) gradient_descent() (watex.geology.GeoStrataModel static method) (watex.geology.stratigraphic.GeoStrataModel static method) GreedyPerceptron (class in watex.base), [1] grid_kws (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) grid_params (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) GridSearch (class in watex) (class in watex.models), [1] (class in watex.models.validation) GridSearchCV (class in watex.exlib) (class in watex.exlib.sklearn) GridSearchMultiple (class in watex) (class in watex.models), [1] (class in watex.models.validation) Groundwater Groundwater exploration grouped_items() (in module watex.utils.geotools), [1] GWE gwhich

H

H20 has_fit_parameter() (in module watex.utils.validator) hatch (watex.geology.database.GeoDataBase property) HeaD (watex.edi.Edi attribute), [1] HeaderError, [1] hex_to_rgb() (in module watex.utils.funcutils) HintError histcatdist() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) histplot HOW (watex.datasets.DATASET attribute) (watex.datasets.sets.DATASET attribute)

hydro-geophysical Hydro-geophysics Hydrogeology (class in watex.methods), [1] (class in watex.methods.hydro) hydrogeophysical Hydrogeophysics Hydrologic Hydrology hyper-parameter hyperparameter

I

IA icpr (watex.property.P property) idictcpr (watex.property.P property) idicttags (watex.property.P property) ieasting (watex.property.P property) IF ilat (watex.property.P property) ilon (watex.property.P property) imputation impute IncrementalPCA (class in watex.exlib) (class in watex.exlib.sklearn) index_rhoa indexable indicator_ (watex.exlib.SimpleImputer attribute) (watex.exlib.sklearn.SimpleImputer attribute) indices_ (watex.base.SequentialBackwardSelection attribute), [1] (watex.SequentialBackwardSelection attribute) induction inductive inertia_ (watex.exlib.KMeans attribute) (watex.exlib.sklearn.KMeans attribute) Info (watex.edi.Edi attribute), [1] infrequent_categories_ (watex.exlib.OneHotEncoder attribute) (watex.exlib.OneHotEncoder property) (watex.exlib.sklearn.OneHotEncoder attribute) (watex.exlib.sklearn.OneHotEncoder property) inorthing (watex.property.P property) insert_ (watex.decorators.docAppender attribute) (watex.decorators.docSanitizer attribute) inspect (watex.AdalineGradientDescent property) (watex.AdalineStochasticGradientDescent property) (watex.base.AdalineGradientDescent property) (watex.base.AdalineStochasticGradientDescent property) (watex.base.Data property) (watex.base.MajorityVoteClassifier property) (watex.cases.Preprocessing property) (watex.cases.processing.Preprocessing property) (watex.Data property) (watex.DCProfiling property) (watex.DCSounding property) (watex.edi.Edi property) (watex.EM property) (watex.EvalPlot property) (watex.ExPlot property) (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) (watex.methods.DCProfiling property) (watex.methods.DCSounding property) (watex.methods.electrical.DCProfiling property) (watex.methods.electrical.DCSounding property) (watex.methods.electrical.ResistivityProfiling property) (watex.methods.electrical.VerticalSounding property) (watex.methods.EM property) (watex.methods.em.EM property) (watex.methods.hydro.Logging property) (watex.methods.Logging property) (watex.methods.ResistivityProfiling property) (watex.methods.VerticalSounding property) (watex.models.pModels property) (watex.models.premodels.pModels property) (watex.pModels property) (watex.Preprocessing property) (watex.QuickPlot property) (watex.ResistivityProfiling property) (watex.TPlot property) (watex.VerticalSounding property) (watex.view.EvalPlot property) (watex.view.ExPlot property) (watex.view.mlplot.EvalPlot property) (watex.view.plot.ExPlot property) (watex.view.plot.QuickPlot property) (watex.view.plot.TPlot property) (watex.view.QuickPlot property) (watex.view.TPlot property) Intelligence artificielle intercept_ (watex.exlib.LinearSVC attribute) (watex.exlib.LinearSVR attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LinearSVR attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute)

interpol_scipy() (in module watex.utils.funcutils) interpolate1d() (in module watex.utils), [1] (in module watex.utils.exmath) interpolate2d() (in module watex.utils), [1] (in module watex.utils.exmath) interpolateZ() (watex.edi.Edi method) InvalidVersion invariants (watex.externals.Z property) (watex.externals.z.Z property) inverse (watex.externals.Z property) (watex.externals.z.Z property) inverse_transform() (watex.exlib.KernelPCA method) (watex.exlib.LabelBinarizer method) (watex.exlib.LabelEncoder method) (watex.exlib.MinMaxScaler method) (watex.exlib.OneHotEncoder method) (watex.exlib.OrdinalEncoder method) (watex.exlib.Pipeline method) (watex.exlib.RobustScaler method) (watex.exlib.SimpleImputer method) (watex.exlib.sklearn.KernelPCA method) (watex.exlib.sklearn.LabelBinarizer method) (watex.exlib.sklearn.LabelEncoder method) (watex.exlib.sklearn.MinMaxScaler method) (watex.exlib.sklearn.OneHotEncoder method) (watex.exlib.sklearn.OrdinalEncoder method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.RobustScaler method) (watex.exlib.sklearn.SimpleImputer method) (watex.exlib.sklearn.StandardScaler method) (watex.exlib.StandardScaler method) invert() (watex.methods.electrical.VerticalSounding method), [1] (watex.methods.VerticalSounding method) (watex.VerticalSounding method) invertmatrix_incl_errors() (in module watex.externals.zutils), [1] invertVES() (in module watex.utils.exmath), [1] iPCA() (in module watex) (in module watex.analysis), [1] (in module watex.analysis.dimensionality) iresistivity (watex.property.P property) is_depth_in() (in module watex.utils.funcutils), [1] is_devrelease (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) is_erp_dataframe() (in module watex.utils.coreutils), [1] is_erp_series() (in module watex.utils.coreutils), [1] is_frame() (in module watex.utils.validator) is_in_if() (in module watex.utils.funcutils), [1] is_installing() (in module watex.utils.funcutils), [1] is_iterable() (in module watex.utils.funcutils) is_postrelease (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) is_prerelease (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) is_valid (watex.property.IsEdi property) is_valid() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method) is_valid_dc_data() (in module watex.utils.validator) is_valid_depth() (in module watex.utils.hydroutils) IsEdi (class in watex.property), [1] ismissing() (in module watex.utils.funcutils), [1] isnull (watex.base.Missing property) (watex.Missing property) isren (watex.property.P property) isrll (watex.property.P property) istation (watex.property.P property) IUPAC nommenclature Ivory coast Ivory-Coast

J

joblib joint2features() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method)

JointGrid jointgrid jointplot, [1]

K

k, [1] k_score_ (watex.base.SequentialBackwardSelection attribute), [1] (watex.SequentialBackwardSelection attribute) kdeplot kernel KernelPCA (class in watex.exlib) (class in watex.exlib.sklearn) kError, [1] KIND (watex.datasets.DATASET attribute) (watex.datasets.sets.DATASET attribute) kind (watex.GridSearch property) (watex.models.GridSearch property) (watex.models.validation.GridSearch property)

KMeans (class in watex.exlib) (class in watex.exlib.sklearn) kname (watex.methods.hydro.MXS attribute) (watex.methods.MXS attribute) (watex.MXS attribute) KNeighborsClassifier (class in watex.exlib) (class in watex.exlib.sklearn) kPCA() (in module watex) (in module watex.analysis), [1] (in module watex.analysis.dimensionality)

L

label indicator matrix label_importance() (in module watex.utils), [1] (in module watex.utils.hydroutils) LabelBinarizer (class in watex.exlib) (class in watex.exlib.sklearn) LabelEncoder (class in watex.exlib) (class in watex.exlib.sklearn) labels_ (watex.exlib.KMeans attribute) (watex.exlib.sklearn.KMeans attribute) labels_validator() (in module watex.utils), [1] (in module watex.utils.mlutils) labelSimilarity() (watex.methods.hydro.MXS method), [1] (watex.methods.MXS method) (watex.MXS method) lat (watex.edi.Edi property) (watex.site.Location property) lat_prefix (watex.property.P attribute) latitude (watex.EM attribute) (watex.EM property) (watex.methods.EM attribute), [1] (watex.methods.EM property) (watex.methods.em.EM attribute) (watex.methods.em.EM property) lc le_ (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.VotingClassifier attribute) leakage, [1] Learning machine learning_curve() (in module watex.exlib) (in module watex.exlib.sklearn) LearningError, [1] LedoitWolf (class in watex.exlib) (class in watex.exlib.sklearn) leg_kws LegacyVersion (class in watex.utils.version) linear_discriminant_analysis() (in module watex.analysis), [1] (in module watex.analysis.decomposition) LinearSVC (class in watex.exlib) (class in watex.exlib.sklearn) LinearSVR (class in watex.exlib) (class in watex.exlib.sklearn) lineplot linkage_matrix() (in module watex.utils), [1] (in module watex.utils.exmath) list_commands() (watex.cli.PluginGroup method) listing_items_format() (in module watex.utils.funcutils), [1] ll_to_utm() (in module watex.utils.gistools) LLE() (in module watex) (in module watex.analysis), [1] (in module watex.analysis.dimensionality) lns_and_tres_split() (in module watex.utils.geotools), [1] load_bagoue() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_boundiali() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets)

load_data() (in module watex.utils.mlutils), [1] load_edis() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_gbalo() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_hlogs() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_huayuan() (in module watex.datasets), [1] (in module watex.datasets.sets) load_iris() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_semien() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) load_serialized_data() (in module watex.utils.funcutils), [1] load_tankesse() (in module watex.datasets), [1] (in module watex.datasets.dload) (in module watex.datasets.sets) loadBagoueDataset() (in module watex.datasets.rload) loadDumpedOrSerializedData() (in module watex.utils.mlutils), [1] Loader (class in watex.datasets.rload) local (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) Location (class in watex.site), [1] location_ (watex.exlib.LedoitWolf attribute) (watex.exlib.ShrunkCovariance attribute) (watex.exlib.sklearn.LedoitWolf attribute) (watex.exlib.sklearn.ShrunkCovariance attribute) Logging (class in watex.methods), [1] (class in watex.methods.hydro) LogisticRegression (class in watex.exlib) (class in watex.exlib.sklearn) loglike_ (watex.exlib.FactorAnalysis attribute) (watex.exlib.sklearn.FactorAnalysis attribute) lon (watex.edi.Edi property) (watex.site.Location property) lon_prefix (watex.property.P attribute) longitude (watex.EM attribute) (watex.EM property) (watex.methods.EM attribute), [1] (watex.methods.EM property) (watex.methods.em.EM attribute) (watex.methods.em.EM property) loss_function_ (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.SGDClassifier attribute) ls lw LW_score() (in module watex.analysis), [1] (in module watex.analysis.factor)

M

Machine Learning Machine learning Machine-learning Magnetetolluric magnitude() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) magnitudes (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) major (watex.utils.version.Version property) MajorityVoteClassifier (class in watex.base), [1] make2d() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method), [1] make_arr_consistent() (in module watex.utils.funcutils), [1] make_column_selector (class in watex.exlib) (class in watex.exlib.sklearn) make_column_transformer() (in module watex.exlib) (in module watex.exlib.sklearn) make_erp() (in module watex) (in module watex.datasets), [1] (in module watex.datasets.gdata) (in module watex.datasets.sets) make_ids() (in module watex.utils.funcutils), [1] make_introspection() (in module watex.utils.funcutils) make_log_increasing_array() (in module watex.externals.zutils), [1] make_mpl_properties() (in module watex.utils.plotutils), [1] make_MXS_labels() (in module watex) (in module watex.utils), [1] (in module watex.utils.hydroutils) make_naive_pipe() (in module watex) (in module watex.utils), [1] (in module watex.utils.mlutils) make_newdoc() (watex.decorators.docAppender method) make_pattern_symbol (watex.geology.database.GeoDataBase attribute) make_pipeline() (in module watex.exlib) (in module watex.exlib.sklearn) make_scedastic_data() (in module watex.analysis), [1] (in module watex.analysis.factor) make_scorer() (in module watex.exlib) (in module watex.exlib.sklearn) make_ves() (in module watex) (in module watex.datasets), [1] (in module watex.datasets.gdata) (in module watex.datasets.sets) makeCoords() (in module watex.utils), [1] (in module watex.utils.coreutils) makeModel() (watex.cases.Preprocessing method) (watex.cases.processing.Preprocessing method) (watex.Preprocessing method) makeyMXS() (watex.methods.hydro.MXS method), [1] (watex.methods.MXS method) (watex.MXS method) map_bottom() (in module watex.utils.geotools), [1] map_specific_columns() (in module watex.utils.funcutils), [1] map_top() (in module watex.utils.geotools), [1] mapf() (watex.decorators.catmapflow2 method) mapping_stratum() (in module watex.geology.core), [1] marker marker_edgecolor marker_edgewidth marker_style Matplotlib figsuptitle Matplotlib figure Matplotlib plot Matplotlib scatter max_features_ (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.SelectFromModel attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.SelectFromModel attribute) max_iter mean_ (watex.exlib.FactorAnalysis attribute) (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.StandardScaler attribute) mean_squared_error() (in module watex.exlib) (in module watex.exlib.sklearn) memmapping memory memory map memory mapping merge() (watex.base.Data method) (watex.Data method) metric micro (watex.utils.version.Version property) min_ (watex.exlib.MinMaxScaler attribute) (watex.exlib.sklearn.MinMaxScaler attribute) minimum_parser_to_write_edi() (in module watex.utils.funcutils) MinMaxScaler (class in watex.exlib) (class in watex.exlib.sklearn) minor (watex.utils.version.Version property) Missing (class in watex) (class in watex.base), [1] missing values ML model (watex.cases.Preprocessing attribute), [1] (watex.cases.Processing attribute), [1] (watex.cases.Processing property) (watex.cases.processing.Preprocessing attribute), [1], [2], [3] (watex.cases.processing.Processing attribute), [1], [2], [3] (watex.cases.processing.Processing property) (watex.Preprocessing attribute), [1] model_ (watex.BaseModel property) (watex.cases.BaseModel property) (watex.cases.modeling.BaseModel property)

model_prediction (watex.cases.Processing property) (watex.cases.processing.Processing property) model_prediction_ (watex.cases.Processing attribute) (watex.cases.processing.Processing attribute), [1] model_score (watex.BaseModel property) (watex.cases.BaseModel property) (watex.cases.modeling.BaseModel property) (watex.cases.Processing property) (watex.cases.processing.Processing property) model_score_ (watex.cases.Processing attribute) (watex.cases.processing.Processing attribute), [1] module watex watex.analysis, [1] watex.analysis.decomposition watex.analysis.dimensionality watex.analysis.factor watex.base, [1] watex.cases, [1] watex.cases.features watex.cases.modeling watex.cases.prepare watex.cases.processing watex.cli watex.datasets, [1] watex.datasets.data watex.datasets.data.edis watex.datasets.descr watex.datasets.dload watex.datasets.gdata watex.datasets.rload watex.datasets.sets watex.datasets.setup watex.decorators watex.edi, [1] watex.etc watex.exceptions, [1] watex.exlib watex.exlib.optional watex.exlib.sklearn watex.externals, [1] watex.externals.z watex.externals.zutils watex.geology, [1] watex.geology.core watex.geology.database watex.geology.drilling watex.geology.geology watex.geology.stratigraphic watex.methods, [1] watex.methods.electrical, [1] watex.methods.em, [1] watex.methods.erp watex.methods.hydro, [1] watex.metrics, [1] watex.models, [1] watex.models.premodels watex.models.validation watex.property, [1] watex.site, [1] watex.transformers, [1] watex.utils, [1] watex.utils.box watex.utils.coreutils, [1] watex.utils.exmath, [1] watex.utils.funcutils, [1] watex.utils.geotools, [1] watex.utils.gistools watex.utils.hydroutils watex.utils.mlutils, [1] watex.utils.plotutils, [1] watex.utils.setup watex.utils.thread watex.utils.validator watex.utils.version watex.view, [1] watex.view.mlplot watex.view.plot Z, [1], [2] move_cfile() (in module watex.utils.funcutils), [1] move_file() (in module watex.datasets.rload) moving_average() (in module watex.utils), [1] (in module watex.utils.exmath) ms msg (watex.ExPlot attribute) (watex.view.ExPlot attribute) (watex.view.plot.ExPlot attribute) MT MTEMAP (watex.edi.Edi attribute), [1] MTpy mtpy multicatdist() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) multiclass classification multilabel classification multilabel indicator matrices multilabel indicator matrix multimetric_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) multiplymatrices_incl_errors() (in module watex.externals.zutils), [1] MXS (class in watex) (class in watex.methods), [1] (class in watex.methods.hydro)

N

n_classes_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.DummyClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.DummyClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) n_components n_components_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) n_epochs (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) n_features n_features_ (watex.exlib.PCA attribute) (watex.exlib.PCA property) (watex.exlib.sklearn.PCA attribute) (watex.exlib.sklearn.PCA property) n_features_in_ (watex.exlib.AdaBoostClassifier attribute) (watex.exlib.BaggingClassifier attribute) (watex.exlib.ColumnTransformer attribute) (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.FactorAnalysis attribute) (watex.exlib.FeatureUnion attribute) (watex.exlib.FeatureUnion property) (watex.exlib.GridSearchCV attribute) (watex.exlib.IncrementalPCA attribute) (watex.exlib.KernelPCA attribute) (watex.exlib.KMeans attribute) (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.LedoitWolf attribute) (watex.exlib.LinearSVC attribute) (watex.exlib.LinearSVR attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.MinMaxScaler attribute) (watex.exlib.Normalizer attribute) (watex.exlib.OneHotEncoder attribute) (watex.exlib.OrdinalEncoder attribute) (watex.exlib.PCA attribute) (watex.exlib.Pipeline attribute) (watex.exlib.Pipeline property) (watex.exlib.PolynomialFeatures attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.RobustScaler attribute) (watex.exlib.SelectFromModel attribute) (watex.exlib.SelectFromModel property) (watex.exlib.SelectKBest attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.ShrunkCovariance attribute) (watex.exlib.SimpleImputer attribute) (watex.exlib.sklearn.AdaBoostClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ColumnTransformer attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.FeatureUnion attribute) (watex.exlib.sklearn.FeatureUnion property) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) (watex.exlib.sklearn.KMeans attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) (watex.exlib.sklearn.LedoitWolf attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LinearSVR attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.MinMaxScaler attribute) (watex.exlib.sklearn.Normalizer attribute) (watex.exlib.sklearn.OneHotEncoder attribute) (watex.exlib.sklearn.OrdinalEncoder attribute) (watex.exlib.sklearn.PCA attribute) (watex.exlib.sklearn.Pipeline attribute) (watex.exlib.sklearn.Pipeline property) (watex.exlib.sklearn.PolynomialFeatures attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) (watex.exlib.sklearn.RobustScaler attribute) (watex.exlib.sklearn.SelectFromModel attribute) (watex.exlib.sklearn.SelectFromModel property) (watex.exlib.sklearn.SelectKBest attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.ShrunkCovariance attribute) (watex.exlib.sklearn.SimpleImputer attribute) (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.StackingClassifier attribute) (watex.exlib.StandardScaler attribute) (watex.exlib.SVC attribute) (watex.exlib.VotingClassifier attribute) n_iter_ (watex.exlib.FactorAnalysis attribute) (watex.exlib.KMeans attribute) (watex.exlib.LinearSVC attribute) (watex.exlib.LinearSVR attribute) (watex.exlib.LogisticRegression attribute) (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.KMeans attribute) (watex.exlib.sklearn.LinearSVC attribute) (watex.exlib.sklearn.LinearSVR attribute) (watex.exlib.sklearn.LogisticRegression attribute) (watex.exlib.sklearn.SGDClassifier attribute) (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute)

n_iter_no_change n_jobs, [1] n_output_features_ (watex.exlib.PolynomialFeatures attribute) (watex.exlib.sklearn.PolynomialFeatures attribute) n_outputs n_outputs_ (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.DummyClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) (watex.exlib.sklearn.DummyClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) n_samples n_samples_ (watex.exlib.PCA attribute) (watex.exlib.sklearn.PCA attribute) n_samples_fit_ (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute) n_samples_seen_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.MinMaxScaler attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.MinMaxScaler attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.StandardScaler attribute) n_splits_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) n_support_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) n_targets naive_imputer() (in module watex) (in module watex.utils), [1] (in module watex.utils.mlutils) naive_scaler() (in module watex) (in module watex.utils), [1] (in module watex.utils.mlutils) naiveviz() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method) named_estimators_ (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.sklearn.VotingClassifier attribute) (watex.exlib.StackingClassifier attribute) (watex.exlib.VotingClassifier attribute) named_steps (watex.exlib.Pipeline attribute) (watex.exlib.Pipeline property) (watex.exlib.sklearn.Pipeline attribute) (watex.exlib.sklearn.Pipeline property) named_transformers (watex.exlib.FeatureUnion attribute) (watex.exlib.FeatureUnion property) (watex.exlib.sklearn.FeatureUnion attribute) (watex.exlib.sklearn.FeatureUnion property) named_transformers_ (watex.exlib.ColumnTransformer attribute) (watex.exlib.ColumnTransformer property) (watex.exlib.sklearn.ColumnTransformer attribute) (watex.exlib.sklearn.ColumnTransformer property) narrative docs narrative documentation National drinking water supply program Natural source audio magnetotelluric Natural source audio-frequency magnetotelluric nearest_index() (in module watex.externals.zutils) net_input() (watex.AdalineGradientDescent method) (watex.AdalineStochasticGradientDescent method) (watex.base.AdalineGradientDescent method) (watex.base.AdalineStochasticGradientDescent method) (watex.base.GreedyPerceptron method) Neural zone nfunc() (watex.decorators.refAppender method) noise_variance_ (watex.exlib.FactorAnalysis attribute) (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.FactorAnalysis attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) norm (watex.externals.Z property) (watex.externals.z.Z property) norm_err (watex.externals.Z property) (watex.externals.z.Z property) Normalizer (class in watex.exlib) (class in watex.exlib.sklearn) normalizer() (in module watex.utils), [1] (in module watex.utils.funcutils) north (watex.site.Location property) northing_prefix (watex.property.P attribute) norths (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) NotFittedError, [1] np nPCA() (in module watex) (in module watex.analysis), [1] (in module watex.analysis.dimensionality) NSAMT nullify_output() (in module watex.decorators) num_features_ (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute) numfeatures() (watex.QuickPlot method) (watex.view.plot.QuickPlot method) (watex.view.QuickPlot method)

O

ohmic-area ohmicArea() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) ohmS old_z_error2r_phi_error() (in module watex.externals.zutils), [1] OneHotEncoder (class in watex.exlib) (class in watex.exlib.sklearn) online learning only_1d (watex.externals.Z property) (watex.externals.z.Z property) only_2d (watex.externals.Z property) (watex.externals.z.Z property) oob_decision_function_ (watex.exlib.BaggingClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute)

oob_score_ (watex.exlib.BaggingClassifier attribute) (watex.exlib.ExtraTreesClassifier attribute) (watex.exlib.RandomForestClassifier attribute) (watex.exlib.sklearn.BaggingClassifier attribute) (watex.exlib.sklearn.ExtraTreesClassifier attribute) (watex.exlib.sklearn.RandomForestClassifier attribute) Optimization drilling OrdinalEncoder (class in watex.exlib) (class in watex.exlib.sklearn) out-of-core outlier detector outlier detectors output_indices_ (watex.exlib.ColumnTransformer attribute) (watex.exlib.sklearn.ColumnTransformer attribute) outputs outputs_2d_ (watex.exlib.KNeighborsClassifier attribute) (watex.exlib.sklearn.KNeighborsClassifier attribute)

P

P (class in watex.property), [1] pair PairGrid pairgrid pairwise metric pairwise metrics Pandas DataFrame Pandas Series param param_ids (watex.property.P attribute) param_options (watex.property.P attribute) parameter ParameterNumberError, [1] parameters params parse() (in module watex.utils.version) parse_attrs() (in module watex.utils.funcutils), [1] parse_csv() (in module watex.utils.funcutils), [1] parse_json() (in module watex.utils.funcutils), [1] parse_md_data() (in module watex.utils.funcutils) parse_yaml() (in module watex.utils.funcutils), [1] parseDCArgs() (in module watex.utils.coreutils), [1] parsers (watex.property.Config property) partial_fit partial_fit() (watex.AdalineStochasticGradientDescent method) (watex.base.AdalineStochasticGradientDescent method) (watex.exlib.IncrementalPCA method) (watex.exlib.MinMaxScaler method) (watex.exlib.SelectFromModel method) (watex.exlib.sklearn.IncrementalPCA method) (watex.exlib.sklearn.MinMaxScaler method) (watex.exlib.sklearn.SelectFromModel method) (watex.exlib.sklearn.StandardScaler method) (watex.exlib.StandardScaler method) pattern (watex.geology.database.GeoDataBase property) PCA (class in watex.exlib) (class in watex.exlib.sklearn) pcavsfa() (in module watex.analysis), [1] (in module watex.analysis.factor) pd pdefaults_ (watex.models.pModels attribute) (watex.models.premodels.pModels attribute) (watex.pModels attribute) permeability coefficient permeability coefficient k permutation_feature_importance() (watex.BaseModel method) (watex.cases.BaseModel method) (watex.cases.modeling.BaseModel method) permutation_importance() (in module watex.exlib) (in module watex.exlib.sklearn) Person (class in watex.property), [1] pfi (class in watex.decorators) phase (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_det (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_det_err (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_err (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_err_xx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_err_xy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_err_yx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_err_yy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_xx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_xy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_yx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) phase_yy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) pipe_ (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute) Pipeline (class in watex.exlib) (class in watex.exlib.sklearn) plot() (watex.base.Missing method) (watex.methods.hydro.Logging method), [1] (watex.methods.Logging method) (watex.Missing method) plot2d() (in module watex.view), [1] (in module watex.view.mlplot) (watex.decorators.temp2d method) plot2DModel() (watex.decorators.gplot2d method) plot_() (in module watex.utils.exmath) plot_bar() (in module watex.utils.plotutils), [1] plot_clusters() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_confidence() (in module watex.utils.plotutils) plot_confidence_ellipse() (in module watex.utils.plotutils) plot_confidence_in() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) plot_confusion_matrices() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_confusion_matrix() (in module watex.utils.plotutils), [1] plot_cost_vs_epochs() (in module watex.utils), [1] (in module watex.utils.plotutils) plot_ctensor2d() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_elbow() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_errorbar() (in module watex.utils.plotutils) plot_learning_curves() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_logging() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_matshow() (in module watex.view), [1] (in module watex.view.mlplot) plot_mlxtend_heatmap() (in module watex.utils), [1] (in module watex.utils.plotutils) plot_mlxtend_matrix() (in module watex.utils), [1] (in module watex.utils.plotutils) plot_model_scores() (in module watex.view), [1] (in module watex.view.mlplot) plot_multi_recovery() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_naive_dendrogram() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_pca_components() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_phase_tensors() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_profiling() (in module watex) (in module watex.utils) (in module watex.utils.plotutils), [1] plot_projection() (in module watex.analysis), [1] (in module watex.analysis.dimensionality) plot_recovery() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_reg_scoring() (in module watex.view), [1] (in module watex.view.mlplot) plot_regularization_path() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_rf_feature_importances() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_rhoa() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_sbs_feature_selection() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_sfi() (in module watex) (in module watex.utils) (in module watex.utils.exmath), [1] plot_silhouette() (in module watex) (in module watex.utils), [1] (in module watex.utils.plotutils) plot_skew() (in module watex.utils), [1] (in module watex.utils.plotutils) plot_strike() (in module watex.utils), [1] (in module watex.utils.plotutils) plot_tensor2d() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plot_yb_confusion_matrix() (in module watex.utils), [1] (in module watex.utils.plotutils) plotAnomaly() (in module watex) (in module watex.utils), [1] (in module watex.utils.coreutils) (watex.methods.electrical.ResistivityProfiling method), [1] (watex.methods.ResistivityProfiling method) (watex.ResistivityProfiling method) plotbv() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotcutcomparison() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotDendrogram() (in module watex) (in module watex.view), [1] (in module watex.view.mlplot) plotDendroheat() (in module watex.view), [1] (in module watex.view.mlplot) PlotError, [1] plothist() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plothistvstarget() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotjoint() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotLearningInspection() (in module watex.view), [1] (in module watex.view.mlplot) plotLearningInspections() (in module watex) (in module watex.view), [1] (in module watex.view.mlplot) plotmissing() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotModel() (in module watex.view), [1] (in module watex.view.mlplot)

plotOhmicArea() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) (watex.methods.electrical.VerticalSounding method), [1] (watex.methods.VerticalSounding method) (watex.VerticalSounding method) plotpairgrid() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotpairwisecomparison() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotparallelcoords() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotPCA() (watex.EvalPlot method) (watex.view.EvalPlot method) (watex.view.mlplot.EvalPlot method) plotPR() (watex.EvalPlot method) (watex.view.EvalPlot method) (watex.view.mlplot.EvalPlot method) plotProjection() (in module watex) (in module watex.view), [1] (in module watex.view.mlplot) plotPseudostratigraphic() (watex.geology.GeoStrataModel static method) (watex.geology.stratigraphic.GeoStrataModel static method) plotradviz() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotROC() (watex.EvalPlot method) (watex.view.EvalPlot method) (watex.view.mlplot.EvalPlot method) plotscatter() (watex.ExPlot method) (watex.view.ExPlot method) (watex.view.plot.ExPlot method) plotSilhouette() (in module watex) (in module watex.view), [1] (in module watex.view.mlplot) plotSkew() (watex.TPlot method) (watex.view.plot.TPlot method) (watex.view.TPlot method) plotvec1() (in module watex.utils.plotutils) plotvec2() (in module watex.utils.plotutils) plt_kws PluginGroup (class in watex.cli) pModels (class in watex) (class in watex.models), [1] (class in watex.models.premodels) PNAEP pobj (in module watex.view), [1] pointplot PolynomialFeatures (class in watex.exlib) (class in watex.exlib.sklearn) pos_label posi_max (watex.methods.ERP property) (watex.methods.erp.ERP property) posi_min (watex.methods.ERP property) (watex.methods.erp.ERP property) PositiveSpectrumWarning post (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) power() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) powers (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) powers_ (watex.exlib.PolynomialFeatures attribute) (watex.exlib.PolynomialFeatures property) (watex.exlib.sklearn.PolynomialFeatures attribute) (watex.exlib.sklearn.PolynomialFeatures property) PPU pre (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) precision_ (watex.exlib.LedoitWolf attribute) (watex.exlib.ShrunkCovariance attribute) (watex.exlib.sklearn.LedoitWolf attribute) (watex.exlib.sklearn.ShrunkCovariance attribute) precision_recall_curve() (in module watex.exlib) (in module watex.exlib.sklearn) precision_recall_tradeoff() (in module watex.metrics), [1] precision_score() (in module watex.exlib) (in module watex.exlib.sklearn) precomputed predict predict() (in module watex.utils.mlutils), [1] (watex.AdalineGradientDescent method) (watex.AdalineStochasticGradientDescent method) (watex.base.AdalineGradientDescent method) (watex.base.AdalineStochasticGradientDescent method) (watex.base.GreedyPerceptron method) (watex.base.MajorityVoteClassifier method) (watex.exlib.AdaBoostClassifier method) (watex.exlib.BaggingClassifier method) (watex.exlib.DummyClassifier method) (watex.exlib.KNeighborsClassifier method) (watex.exlib.optional.XGBClassifier method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.AdaBoostClassifier method) (watex.exlib.sklearn.BaggingClassifier method) (watex.exlib.sklearn.DummyClassifier method) (watex.exlib.sklearn.KNeighborsClassifier method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.StackingClassifier method) (watex.exlib.sklearn.VotingClassifier method) (watex.exlib.StackingClassifier method) (watex.exlib.VotingClassifier method) (watex.exlib.XGBClassifier method) (watex.models.pModels method) (watex.models.premodels.pModels method) (watex.pModels method) (watex.XGBClassifier method) predict_log_proba predict_log_proba() (watex.exlib.AdaBoostClassifier method) (watex.exlib.BaggingClassifier method) (watex.exlib.DecisionTreeClassifier method) (watex.exlib.DummyClassifier method) (watex.exlib.LogisticRegression method) (watex.exlib.Pipeline method) (watex.exlib.SGDClassifier method) (watex.exlib.sklearn.AdaBoostClassifier method) (watex.exlib.sklearn.BaggingClassifier method) (watex.exlib.sklearn.DecisionTreeClassifier method) (watex.exlib.sklearn.DummyClassifier method) (watex.exlib.sklearn.LogisticRegression method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.SGDClassifier method) predict_NGA_labels() (in module watex) (in module watex.utils), [1] (in module watex.utils.hydroutils) predict_proba predict_proba() (watex.base.MajorityVoteClassifier method) (watex.exlib.AdaBoostClassifier method) (watex.exlib.BaggingClassifier method) (watex.exlib.DecisionTreeClassifier method) (watex.exlib.DummyClassifier method) (watex.exlib.KNeighborsClassifier method) (watex.exlib.LogisticRegression method) (watex.exlib.optional.XGBClassifier method) (watex.exlib.Pipeline method) (watex.exlib.SGDClassifier method) (watex.exlib.sklearn.AdaBoostClassifier method) (watex.exlib.sklearn.BaggingClassifier method) (watex.exlib.sklearn.DecisionTreeClassifier method) (watex.exlib.sklearn.DummyClassifier method) (watex.exlib.sklearn.KNeighborsClassifier method) (watex.exlib.sklearn.LogisticRegression method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.SGDClassifier method) (watex.exlib.sklearn.StackingClassifier method) (watex.exlib.sklearn.VotingClassifier method) (watex.exlib.StackingClassifier method) (watex.exlib.VotingClassifier method) (watex.exlib.XGBClassifier method) (watex.XGBClassifier method) predictNGA() (watex.methods.hydro.MXS method), [1] (watex.methods.MXS method) (watex.MXS method) predictor predictors predplot (class in watex.decorators) Preprocessing (class in watex) (class in watex.cases) (class in watex.cases.processing), [1] preprocessor (watex.cases.Processing property) (watex.cases.processing.Processing property) preprocessor_ (watex.cases.Processing attribute) (watex.cases.processing.Processing attribute), [1] pretty_printer() (in module watex.utils.funcutils), [1] print_cmsg() (in module watex.utils.funcutils) print_query() (watex.geology.database.DBSetting method) print_running_line_prop() (in module watex.utils.geotools) probA_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) probB_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) Processing (class in watex.cases) (class in watex.cases.processing), [1] (class in watex.methods), [1] (class in watex.methods.em) processing_model (watex.cases.Processing property) (watex.cases.processing.Processing property) ProcessingError, [1] processingsoftware (watex.edi.Edi property) processor (watex.BaseModel property) (watex.cases.BaseModel property) (watex.cases.modeling.BaseModel property) profilingReport() (watex.base.Data method) (watex.Data method) Programme national d'adduction en eau potable Programme presidentiel d'urgence project_point_ll2utm() (in module watex.utils.gistools) project_point_utm2ll() (in module watex.utils.gistools) project_points_ll2utm() (in module watex.utils.gistools) projection_validator() (in module watex.utils), [1] (in module watex.utils.mlutils) propagate_error_polar2rect() (in module watex.externals.zutils), [1] propagate_error_rect2polar() (in module watex.externals.zutils), [1] Properties (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) Properties of water pseudo-fracturing index pseudostratigraphic_log() (in module watex.utils.geotools) ptol (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) public (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) pvalues_ (watex.exlib.SelectKBest attribute) (watex.exlib.sklearn.SelectKBest attribute) pyCSAMT pycsamt Python python-based

Q

qc() (in module watex) (in module watex.utils) (in module watex.utils.exmath) (watex.methods.em.Processing method), [1] (watex.methods.Processing method)

quick_estimation() (watex.cases.Processing method) (watex.cases.processing.Processing method) QuickPlot (class in watex) (class in watex.view), [1] (class in watex.view.plot) quickplot() (in module watex.utils.exmath)

R

random_state, [1] random_state_validator() (in module watex.utils.funcutils), [1] RandomForestClassifier (class in watex.exlib) (class in watex.exlib.sklearn) RandomizedSearchCV (class in watex.exlib) (class in watex.exlib.sklearn) read_data() (in module watex) (in module watex.utils), [1] (in module watex.utils.coreutils) read_from_excelsheets() (in module watex.utils.funcutils), [1] read_main() (in module watex.utils.funcutils) recall_score() (in module watex.exlib) (in module watex.exlib.sklearn) Recommended FR rectangular redirect_cls_or_func (class in watex.decorators) reduce_samples() (in module watex) (in module watex.utils), [1] (in module watex.utils.hydroutils) refAppender (class in watex.decorators) References (class in watex.property), [1] refit_time_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) refreq_ (watex.EM attribute) (watex.methods.EM attribute), [1] (watex.methods.em.EM attribute) reg regressor regressors release (watex.utils.version.LegacyVersion property) (watex.utils.version.Version property) remove_distortion() (watex.externals.Z method) (watex.externals.z.Z method) remove_outliers() (in module watex.utils), [1] (in module watex.utils.funcutils) remove_ss() (watex.externals.Z method) (watex.externals.z.Z method) rename() (watex.base.Data method) (watex.Data method) rename_labels_in() (in module watex.utils), [1] (in module watex.utils.hydroutils) (in module watex.utils.mlutils) reorient_data2D() (in module watex.externals.zutils) replace() (watex.base.Missing method) (watex.Missing method) repr_callable_obj() (in module watex.utils.funcutils) Required flow rate Required FR Required-flow rate res_det (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_det_err (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_err_xx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_err_xy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_err_yx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property)

res_err_yy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_xx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_xy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_yx (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) res_yy (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) resetting_colorbar_bound() (in module watex.utils.plotutils), [1] resetting_ticks() (in module watex.utils.plotutils) reshape() (in module watex) (in module watex.utils), [1] (in module watex.utils.funcutils), [1] Resistance Resistivity resistivity (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) resistivity_err (watex.externals.ResPhase property) (watex.externals.z.ResPhase property) resistivity_prefix (watex.property.P attribute) ResistivityError, [1] ResistivityProfiling (class in watex) (class in watex.methods), [1] (class in watex.methods.electrical) ResPhase (class in watex.externals) (class in watex.externals.z), [1] retrieveZIPmember() (in module watex.datasets.rload) return_ctask() (in module watex.utils.funcutils), [1] rewrite() (watex.EM method) (watex.methods.EM method) (watex.methods.em.EM method), [1] RFR rgb (watex.geology.database.GeoDataBase property) rhoa2z() (in module watex.utils), [1] (in module watex.utils.exmath) rhoa_max (watex.methods.ERP property) (watex.methods.erp.ERP property) rhoa_min (watex.methods.ERP property) (watex.methods.erp.ERP property) rhophi2z() (in module watex.externals.zutils) RobustScaler (class in watex.exlib) (class in watex.exlib.sklearn) roc_auc_score() (in module watex.exlib) (in module watex.exlib.sklearn) roc_curve() (in module watex.exlib) (in module watex.exlib.sklearn) ROC_curve() (in module watex.metrics), [1] rockpatterns (watex.property.Config property) rotate() (watex.externals.Z method) (watex.externals.z.Z method) rotate_xlabel rotate_ylabel rotatematrix_incl_errors() (in module watex.externals.zutils), [1] rotatevector_incl_errors() (in module watex.externals.zutils), [1] round_dipole_length() (in module watex.utils.funcutils) roundsf() (in module watex.externals.zutils) rpop() (in module watex.decorators)

S

S/N sample sample properties sample property samples sanitize_columns() (watex.methods.ERP method) (watex.methods.erp.ERP method) sanitize_fdataset() (in module watex.utils.funcutils) (watex.cases.features.GeoFeatures method) (watex.cases.GeoFeatures method) sanitize_frame_cols() (in module watex.utils.funcutils), [1] sanitize_unicode_string() (in module watex.utils.funcutils), [1] sanity_check (watex.base.Missing property) (watex.Missing property) save() (watex.EvalPlot method) (watex.ExPlot method) (watex.view.EvalPlot method) (watex.view.ExPlot method) (watex.view.mlplot.EvalPlot method) (watex.view.plot.ExPlot method) save_job() (in module watex.utils.funcutils), [1] savefig savefigure() (in module watex.utils.plotutils), [1] savepath_() (in module watex.utils.funcutils) savgol_coeffs() (in module watex.utils.exmath), [1] savgol_filter() (in module watex.utils.exmath), [1] savitzky_golay1d() (in module watex.utils.exmath), [1] scale_ (watex.exlib.MinMaxScaler attribute) (watex.exlib.RobustScaler attribute) (watex.exlib.sklearn.MinMaxScaler attribute) (watex.exlib.sklearn.RobustScaler attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.StandardScaler attribute) scalePosition() (in module watex.utils), [1] (in module watex.utils.exmath) scaley() (in module watex.utils), [1] (in module watex.utils.exmath) scatterplot ScikitLearnImportError Scipy Optimize score score() (watex.exlib.ClassifierMixin method) (watex.exlib.DummyClassifier method) (watex.exlib.FactorAnalysis method) (watex.exlib.PCA method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.ClassifierMixin method) (watex.exlib.sklearn.DummyClassifier method) (watex.exlib.sklearn.FactorAnalysis method) (watex.exlib.sklearn.PCA method) (watex.exlib.sklearn.Pipeline method) score_samples score_samples() (watex.exlib.FactorAnalysis method) (watex.exlib.PCA method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.FactorAnalysis method) (watex.exlib.sklearn.PCA method) (watex.exlib.sklearn.Pipeline method) scorer_ (watex.exlib.GridSearchCV attribute) (watex.exlib.RandomizedSearchCV attribute) (watex.exlib.sklearn.GridSearchCV attribute) (watex.exlib.sklearn.RandomizedSearchCV attribute) scores_ (watex.base.SequentialBackwardSelection attribute), [1] (watex.exlib.SelectKBest attribute) (watex.exlib.sklearn.SelectKBest attribute) (watex.SequentialBackwardSelection attribute) scoring, [1] (watex.GridSearch attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) SEG select_anomaly() (in module watex.utils.exmath), [1] select_base_stratum() (in module watex) (in module watex.utils), [1] (in module watex.utils.hydroutils) select_best_point_ (watex.methods.ERP property) (watex.methods.erp.ERP property) select_best_value_ (watex.methods.ERP property) (watex.methods.erp.ERP property) select_feature_importances() (in module watex.utils), [1] (in module watex.utils.mlutils) selectedPoints (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) selectfeatures() (in module watex) (in module watex.base), [1] (in module watex.utils), [1] (in module watex.utils.mlutils) SelectFromModel (class in watex.exlib) (class in watex.exlib.sklearn) SelectKBest (class in watex.exlib) (class in watex.exlib.sklearn) self: semi-supervised semi-supervised learning semisupervised SequentialBackwardSelection (class in watex) (class in watex.base), [1] serialize_data() (in module watex.utils.funcutils), [1] set_agso_properties() (in module watex.geology.core), [1] set_array_back() (in module watex.utils.validator) set_default_hatch_color_values() (in module watex.utils.geotools), [1] set_output() (watex.exlib.ColumnTransformer method) (watex.exlib.FeatureUnion method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.Pipeline method) set_params set_params() (watex.exlib.BaseEstimator method) (watex.exlib.ColumnTransformer method) (watex.exlib.FeatureUnion method) (watex.exlib.Pipeline method) (watex.exlib.sklearn.BaseEstimator method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.Pipeline method) set_res_phase() (watex.externals.ResPhase method) (watex.externals.z.ResPhase method) setstructures() (in module watex.geology.geology), [1] sfi sfi() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) sfis (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) SGDClassifier (class in watex.exlib) (class in watex.exlib.sklearn) Shape shape() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) shape_fit_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) shapes (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property)

shortPlot() (in module watex.utils.exmath) show_stats() (in module watex.utils.funcutils), [1] show_versions() (in module watex) shrinkage_ (watex.exlib.LedoitWolf attribute) (watex.exlib.sklearn.LedoitWolf attribute) shrunk() (watex.base.Data method) (watex.Data method) shrunk_cov_score() (in module watex.analysis), [1] (in module watex.analysis.factor) ShrunkCovariance (class in watex.exlib) (class in watex.exlib.sklearn) shrunkformat() (in module watex.utils.funcutils), [1] Signal-to-Noise Ratio Signal-to-noise ratio silhouette_samples() (in module watex.exlib) (in module watex.exlib.sklearn) SimpleImputer (class in watex.exlib) (class in watex.exlib.sklearn) singular_values_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.PCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.PCA attribute) SiteError, [1] skew (watex.externals.Z property) (watex.externals.z.Z property) skew() (watex.methods.em.Processing method), [1] (watex.methods.Processing method) skew_err (watex.externals.Z property) (watex.externals.z.Z property) sklearndoc (class in watex.exlib) (class in watex.exlib.sklearn) smart_format() (in module watex.utils.funcutils), [1] smart_label_classifier() (in module watex) (in module watex.utils), [1] (in module watex.utils.funcutils) smart_strobj_recognition() (in module watex.utils.funcutils), [1] smart_zoom() (in module watex.utils.geotools), [1] sname (watex.methods.hydro.MXS attribute) (watex.methods.MXS attribute) (watex.MXS attribute) SNR Society of Exploration Geophysicists Software (class in watex.property), [1] sparse graph sparse matrix sparse_input_ (watex.exlib.LabelBinarizer attribute) (watex.exlib.sklearn.LabelBinarizer attribute) sparse_output_ (watex.exlib.ColumnTransformer attribute) (watex.exlib.DummyClassifier attribute) (watex.exlib.sklearn.ColumnTransformer attribute) (watex.exlib.sklearn.DummyClassifier attribute) sPath() (in module watex.utils.funcutils) split split() (watex.exlib.sklearn.StratifiedShuffleSplit method) (watex.exlib.StratifiedShuffleSplit method) split_train_test() (in module watex.utils), [1] (in module watex.utils.mlutils) split_train_test_by_id() (in module watex.utils.mlutils), [1] SQLError, [1] SQLManagerError squeeze_data() (watex.methods.hydro.HData method) stack_method_ (watex.exlib.sklearn.StackingClassifier attribute) (watex.exlib.StackingClassifier attribute) StackingClassifier (class in watex.exlib) (class in watex.exlib.sklearn) staged_decision_function() (watex.exlib.AdaBoostClassifier method) (watex.exlib.sklearn.AdaBoostClassifier method) staged_predict() (watex.exlib.AdaBoostClassifier method) (watex.exlib.sklearn.AdaBoostClassifier method) staged_predict_proba() (watex.exlib.AdaBoostClassifier method) (watex.exlib.sklearn.AdaBoostClassifier method) StandardScaler (class in watex.exlib) (class in watex.exlib.sklearn) station (watex.edi.Edi property) station_id() (in module watex.utils.funcutils), [1] station_prefix (watex.property.P attribute) StationError, [1] statistics_ (watex.exlib.SimpleImputer attribute) (watex.exlib.sklearn.SimpleImputer attribute) stn_check_split_type() (in module watex.utils.funcutils) stnames (watex.EM property) (watex.methods.EM property) (watex.methods.em.EM property) str2columns() (in module watex.utils.funcutils), [1] StrataError, [1] strataModel() (watex.geology.GeoStrataModel method) (watex.geology.stratigraphic.GeoStrataModel method) StratifiedShuffleSplit (class in watex.exlib) (class in watex.exlib.sklearn) StratifiedUsingBaseCategory (class in watex.transformers), [1] stratifiedUsingDiscretedCategories() (in module watex.utils.mlutils), [1] StratifiedWithCategoryAdder (class in watex.transformers), [1] stratifydata() (watex.BaseSteps method) (watex.cases.BaseSteps method) (watex.cases.prepare.BaseSteps method) stratifyFolds() (watex.BaseSteps method) (watex.cases.BaseSteps method) (watex.cases.prepare.BaseSteps method) strip_item() (in module watex.utils.funcutils) Structural (class in watex) (class in watex.geology) (class in watex.geology.geology), [1] Structures (class in watex) (class in watex.geology) (class in watex.geology.geology), [1] subblocks (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) subsets_ (watex.base.SequentialBackwardSelection attribute), [1] (watex.SequentialBackwardSelection attribute) summary() (watex.DCProfiling method) (watex.DCSounding method) (watex.methods.DCProfiling method) (watex.methods.DCSounding method) (watex.methods.electrical.DCProfiling method), [1] (watex.methods.electrical.DCSounding method), [1] (watex.methods.electrical.ResistivityProfiling method), [1] (watex.methods.electrical.VerticalSounding method), [1] (watex.methods.ResistivityProfiling method) (watex.methods.VerticalSounding method) (watex.ResistivityProfiling method) (watex.VerticalSounding method) supervised supervised learning support_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) support_vectors_ (watex.exlib.sklearn.SVC attribute) (watex.exlib.SVC attribute) suppress_output (class in watex.decorators) suppress_stdout() (in module watex.decorators) survey_ids (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property) SVC (class in watex.exlib) (class in watex.exlib.sklearn)

T

t_ (watex.exlib.SGDClassifier attribute) (watex.exlib.sklearn.SGDClassifier attribute) tag target, [1], [2] targets, [1] temp2d (class in watex.decorators) tensor test_set_check_id() (in module watex.utils.mlutils) test_size threadpool_info() (in module watex.utils.thread) threadpool_limits() (in module watex.utils.thread) threshold_ (watex.exlib.SelectFromModel attribute) (watex.exlib.SelectFromModel property) (watex.exlib.sklearn.SelectFromModel attribute) (watex.exlib.sklearn.SelectFromModel property) TipError Tipper (class in watex.externals.z) tma() (watex.methods.em.Processing method), [1] (watex.methods.Processing method) tname (watex.BaseSteps property) (watex.cases.BaseSteps property) (watex.cases.prepare.BaseSteps property) to_dtype_str() (in module watex.utils.validator) to_hdf5() (in module watex.utils.funcutils), [1] to_latlon() (watex.site.Location method) to_numeric_dtypes() (in module watex) (in module watex.utils), [1] (in module watex.utils.funcutils) to_utm() (watex.site.Location method) TopModuleError total_variance_ratio() (in module watex.analysis), [1] (in module watex.analysis.decomposition) tp_axis tp_bottom tp_labelbottom tp_labelsize tp_labeltop TPlot (class in watex) (class in watex.view), [1] (class in watex.view.plot) trace (watex.externals.Z property) (watex.externals.z.Z property) trace_err (watex.externals.Z property) (watex.externals.z.Z property) train_test_split() (in module watex.exlib) (in module watex.exlib.sklearn) transduction transductive transform transform() (watex.base.SequentialBackwardSelection method) (watex.BaseSteps method) (watex.cases.BaseSteps method) (watex.cases.prepare.BaseSteps method) (watex.EvalPlot method) (watex.exlib.ColumnTransformer method) (watex.exlib.FactorAnalysis method) (watex.exlib.FeatureUnion method) (watex.exlib.IncrementalPCA method) (watex.exlib.KernelPCA method) (watex.exlib.LabelBinarizer method) (watex.exlib.LabelEncoder method) (watex.exlib.MinMaxScaler method) (watex.exlib.Normalizer method) (watex.exlib.OneHotEncoder method) (watex.exlib.OrdinalEncoder method) (watex.exlib.Pipeline method) (watex.exlib.PolynomialFeatures method) (watex.exlib.RobustScaler method) (watex.exlib.SimpleImputer method) (watex.exlib.sklearn.ColumnTransformer method) (watex.exlib.sklearn.FactorAnalysis method) (watex.exlib.sklearn.FeatureUnion method) (watex.exlib.sklearn.IncrementalPCA method) (watex.exlib.sklearn.KernelPCA method) (watex.exlib.sklearn.LabelBinarizer method) (watex.exlib.sklearn.LabelEncoder method) (watex.exlib.sklearn.MinMaxScaler method) (watex.exlib.sklearn.Normalizer method) (watex.exlib.sklearn.OneHotEncoder method) (watex.exlib.sklearn.OrdinalEncoder method) (watex.exlib.sklearn.Pipeline method) (watex.exlib.sklearn.PolynomialFeatures method) (watex.exlib.sklearn.RobustScaler method) (watex.exlib.sklearn.SimpleImputer method) (watex.exlib.sklearn.StackingClassifier method) (watex.exlib.sklearn.StandardScaler method) (watex.exlib.sklearn.VotingClassifier method) (watex.exlib.StackingClassifier method) (watex.exlib.StandardScaler method) (watex.exlib.VotingClassifier method) (watex.SequentialBackwardSelection method) (watex.transformers.CategorizeFeatures method) (watex.transformers.CombinedAttributesAdder method) (watex.transformers.DataFrameSelector method) (watex.transformers.FrameUnion method) (watex.transformers.StratifiedUsingBaseCategory method) (watex.transformers.StratifiedWithCategoryAdder method) (watex.view.EvalPlot method) (watex.view.mlplot.EvalPlot method)

transformer TransformerMixin (class in watex.exlib) (class in watex.exlib.sklearn) transformers transformers_ (watex.exlib.ColumnTransformer attribute) (watex.exlib.sklearn.ColumnTransformer attribute) transmissibility() (in module watex.utils.hydroutils) tree_ (watex.exlib.DecisionTreeClassifier attribute) (watex.exlib.sklearn.DecisionTreeClassifier attribute) tres (watex.geology.GeoStrataModel property) (watex.geology.stratigraphic.GeoStrataModel property) tuning_hyperparameters() (watex.BaseModel method) (watex.cases.BaseModel method) (watex.cases.modeling.BaseModel method) Type type type_() (in module watex) (in module watex.utils), [1] (in module watex.utils.exmath) types (watex.methods.erp.ERPCollection property) (watex.methods.ERPCollection property)

U

Underground water unsupervised unsupervised learning unZipFileFetchedFromZenodo() (watex.datasets.rload.Loader method) update_zenodo_record (watex.datasets.rload.Loader property)

url_checker() (in module watex.utils.funcutils), [1] utm_to_ll() (in module watex.utils.gistools) utm_wgs84_conv() (in module watex.utils.gistools) utm_zone (watex.site.Location property) utm_zone_to_epsg() (in module watex.utils.gistools)

V

validate_labels() (in module watex.utils.hydroutils) validation_curve() (in module watex.exlib) (in module watex.exlib.sklearn) var_ (watex.exlib.IncrementalPCA attribute) (watex.exlib.sklearn.IncrementalPCA attribute) (watex.exlib.sklearn.StandardScaler attribute) (watex.exlib.StandardScaler attribute) verbose (watex.GridSearch attribute) (watex.methods.hydro.MXS attribute) (watex.methods.MXS attribute) (watex.models.GridSearch attribute) (watex.models.validation.GridSearch attribute) (watex.MXS attribute) Version (class in watex.utils.version) Vertical electrical sounding VerticalSounding (class in watex) (class in watex.methods), [1] (class in watex.methods.electrical)

VES ves_head (watex.property.P attribute) ves_props (watex.property.P attribute) vesDataOperator() (in module watex.utils), [1] (in module watex.utils.exmath) VESError, [1] vesSelector() (in module watex) (in module watex.utils), [1] (in module watex.utils.coreutils) viewtemplate() (in module watex.view), [1] (in module watex.view.plot) violinplot visualize_valearn_curve (class in watex.decorators) VotingClassifier (class in watex.exlib) (class in watex.exlib.sklearn)

W

w_ (watex.AdalineGradientDescent attribute) (watex.AdalineStochasticGradientDescent attribute) (watex.base.AdalineGradientDescent attribute), [1] (watex.base.AdalineStochasticGradientDescent attribute), [1] (watex.base.GreedyPerceptron attribute), [1] Water, [1] (class in watex.property), [1] Water triple point WATex watex module watex.analysis module, [1] watex.analysis.decomposition module watex.analysis.dimensionality module watex.analysis.factor module watex.base module, [1] watex.cases module, [1] watex.cases.features module watex.cases.modeling module watex.cases.prepare module watex.cases.processing module watex.cli module watex.datasets module, [1] watex.datasets.data module watex.datasets.data.edis module watex.datasets.descr module watex.datasets.dload module watex.datasets.gdata module watex.datasets.rload module watex.datasets.sets module watex.datasets.setup module watex.decorators module watex.edi module, [1] watex.etc module watex.exceptions module, [1] watex.exlib module watex.exlib.optional module watex.exlib.sklearn module watex.externals module, [1] watex.externals.z module watex.externals.zutils module watex.geology module, [1] watex.geology.core module

watex.geology.database module watex.geology.drilling module watex.geology.geology module watex.geology.stratigraphic module watex.methods module, [1] watex.methods.electrical module, [1] watex.methods.em module, [1] watex.methods.erp module watex.methods.hydro module, [1] watex.metrics module, [1] watex.models module, [1] watex.models.premodels module watex.models.validation module watex.property module, [1] watex.site module, [1] watex.transformers module, [1] watex.utils module, [1] watex.utils.box module watex.utils.coreutils module, [1] watex.utils.exmath module, [1] watex.utils.funcutils module, [1] watex.utils.geotools module, [1] watex.utils.gistools module watex.utils.hydroutils module watex.utils.mlutils module, [1] watex.utils.plotutils module, [1] watex.utils.setup module watex.utils.thread module watex.utils.validator module watex.utils.version module watex.view module, [1] watex.view.mlplot module watex.view.plot module Well wrap_infos() (in module watex.utils.funcutils) write_edifile() (watex.edi.Edi method) write_new_edifile() (watex.edi.Edi method) writedf() (watex.cases.FeatureInspection method) (watex.cases.features.FeatureInspection method) (watex.FeatureInspection method) writeDHData() (watex.geology.drilling.Drill method) writef (class in watex.decorators) writef2 (class in watex.decorators)

X

X (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute) X_ (watex.BaseSteps property) (watex.cases.BaseSteps property) (watex.cases.prepare.BaseSteps property) X_fit_ (watex.exlib.KernelPCA attribute) (watex.exlib.sklearn.KernelPCA attribute) X_transformed_fit_ (watex.exlib.KernelPCA attribute) (watex.exlib.sklearn.KernelPCA attribute)

XGBClassifier (class in watex) (class in watex.exlib) (class in watex.exlib.optional) xgboostdoc (class in watex.exlib) (class in watex.exlib.optional) xlabel xlim xminorticks Xt (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute)

Y

y (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute) y_ (watex.BaseSteps property) (watex.cases.BaseSteps property) (watex.cases.prepare.BaseSteps property) y_type_ (watex.exlib.LabelBinarizer attribute) (watex.exlib.sklearn.LabelBinarizer attribute)

ylabel ylim yminorticks yt (watex.cases.Preprocessing attribute) (watex.cases.Processing attribute) (watex.cases.processing.Preprocessing attribute), [1] (watex.cases.processing.Processing attribute), [1] (watex.Preprocessing attribute)

Z

Z module, [1], [2] z Z (class in watex.externals) (class in watex.externals.z), [1] (watex.edi.Edi attribute), [1] z (watex.externals.Z property) (watex.externals.z.Z property) z2rhoa() (in module watex.utils), [1] (in module watex.utils.exmath) z_err (watex.externals.Z property) (watex.externals.z.Z property)

z_error2r_phi_error() (in module watex.externals.zutils) ZError, [1] zip_extractor() (in module watex.utils.funcutils), [1] zname (watex.methods.hydro.MXS attribute) (watex.methods.MXS attribute) (watex.MXS attribute) zoom_processing() (in module watex.utils.geotools), [1] zrestore() (watex.methods.em.Processing method), [1] (watex.methods.Processing method)