Index

A

add_dataset() (esmvaltool.diag_scripts.shared.Datasets method) add_legend_outside_right() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) add_linear_regression() (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) add_map_subplot() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps_quad) (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) add_sea_floor() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) add_to_data() (esmvaltool.diag_scripts.shared.Datasets method)

add_vars() (esmvaltool.diag_scripts.shared.Variables method) AdvancedGaussianProcessRegressor (class in esmvaltool.diag_scripts.mlr.models.gpr_sklearn) AdvancedPipeline (class in esmvaltool.diag_scripts.mlr.custom_sklearn) AdvancedRFE (class in esmvaltool.diag_scripts.mlr.custom_sklearn) AdvancedRFECV (class in esmvaltool.diag_scripts.mlr.custom_sklearn) AdvancedTransformedTargetRegressor (class in esmvaltool.diag_scripts.mlr.custom_sklearn) agregate_by_season() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) apply_supermeans() (in module esmvaltool.diag_scripts.shared)

B

bgc_units() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools)

C

calculate_area_time_series() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) categorical_features (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) cdf() (in module esmvaltool.diag_scripts.emergent_constraints) check_coordinate() (in module esmvaltool.diag_scripts.shared.iris_helpers) check_metadata() (in module esmvaltool.diag_scripts.emergent_constraints) check_predict_kwargs() (in module esmvaltool.diag_scripts.mlr) classes_ (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE property) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV property) coef_ (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor property)

combine_groups() (in module esmvaltool.diag_scripts.emergent_constraints) constraint_info_array() (in module esmvaltool.diag_scripts.emergent_constraints) convert_to_iris() (in module esmvaltool.diag_scripts.shared.iris_helpers) count() (esmvaltool.diag_scripts.shared.Variable method) create() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel class method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel class method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel class method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel class method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel class method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel class method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel class method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel class method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel class method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel class method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel class method) (esmvaltool.diag_scripts.mlr.models.MLRModel class method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel class method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel class method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel class method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel class method) create_alias() (in module esmvaltool.diag_scripts.mlr) create_ice_cmap() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) create_simple_scatterplot() (in module esmvaltool.diag_scripts.emergent_constraints) cross_val_score_weighted() (in module esmvaltool.diag_scripts.mlr.custom_sklearn) cube_time_to_float() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools)

D

data (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property)

Datasets (class in esmvaltool.diag_scripts.shared) datasets_have_mlr_attributes() (in module esmvaltool.diag_scripts.mlr) decadal_average() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) decision_function() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) determine_profiles_str() (in module esmvaltool.diag_scripts.ocean.diagnostic_profiles) determine_set_y_logscale() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) determine_transect_str() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects)

E

efecv() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) esmvaltool.diag_scripts.emergent_constraints module esmvaltool.diag_scripts.emergent_constraints.cox18nature module esmvaltool.diag_scripts.emergent_constraints.ecs_scatter module esmvaltool.diag_scripts.emergent_constraints.multiple_constraints module esmvaltool.diag_scripts.emergent_constraints.single_constraint module esmvaltool.diag_scripts.mlr module esmvaltool.diag_scripts.mlr.custom_sklearn module esmvaltool.diag_scripts.mlr.evaluate_residuals module esmvaltool.diag_scripts.mlr.main module esmvaltool.diag_scripts.mlr.mmm module esmvaltool.diag_scripts.mlr.models module esmvaltool.diag_scripts.mlr.models.gbr_base module esmvaltool.diag_scripts.mlr.models.gbr_sklearn module esmvaltool.diag_scripts.mlr.models.gbr_xgboost module esmvaltool.diag_scripts.mlr.models.gpr_sklearn module esmvaltool.diag_scripts.mlr.models.huber module esmvaltool.diag_scripts.mlr.models.krr module esmvaltool.diag_scripts.mlr.models.lasso module esmvaltool.diag_scripts.mlr.models.lasso_cv module esmvaltool.diag_scripts.mlr.models.lasso_lars_cv module esmvaltool.diag_scripts.mlr.models.linear module esmvaltool.diag_scripts.mlr.models.linear_base module esmvaltool.diag_scripts.mlr.models.rfr module esmvaltool.diag_scripts.mlr.models.ridge module esmvaltool.diag_scripts.mlr.models.ridge_cv module esmvaltool.diag_scripts.mlr.models.svr module esmvaltool.diag_scripts.mlr.plot module esmvaltool.diag_scripts.mlr.postprocess module

esmvaltool.diag_scripts.mlr.preprocess module esmvaltool.diag_scripts.mlr.rescale_with_emergent_constraint module esmvaltool.diag_scripts.monitor.compute_eofs module esmvaltool.diag_scripts.monitor.monitor module esmvaltool.diag_scripts.monitor.monitor_base module esmvaltool.diag_scripts.monitor.multi_datasets module esmvaltool.diag_scripts.ocean.diagnostic_maps module esmvaltool.diag_scripts.ocean.diagnostic_maps_quad module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs module esmvaltool.diag_scripts.ocean.diagnostic_profiles module esmvaltool.diag_scripts.ocean.diagnostic_seaice module esmvaltool.diag_scripts.ocean.diagnostic_timeseries module esmvaltool.diag_scripts.ocean.diagnostic_tools module esmvaltool.diag_scripts.ocean.diagnostic_transects module esmvaltool.diag_scripts.psyplot_diag module esmvaltool.diag_scripts.shared module esmvaltool.diag_scripts.shared.iris_helpers module esmvaltool.diag_scripts.shared.plot module export_csv() (in module esmvaltool.diag_scripts.emergent_constraints) export_prediction_data() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) export_training_data() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) extract_variables() (in module esmvaltool.diag_scripts.shared)

F

feature_importances_ (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor property) feature_names_in_ (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) features (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) features_after_preprocessing (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) features_types (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) features_units (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property)

FeatureSelectionTransformer (class in esmvaltool.diag_scripts.mlr.custom_sklearn) fit() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) fit_kwargs (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) fit_predict() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) fit_target_transformer_only() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) fit_transform() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) fit_transformer_only() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) fit_transformers_only() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) folder() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools)

G

GBRModel (class in esmvaltool.diag_scripts.mlr.models.gbr_base) get_1d_cube() (in module esmvaltool.diag_scripts.mlr) get_absolute_time_units() (in module esmvaltool.diag_scripts.mlr) get_alias() (in module esmvaltool.diag_scripts.mlr) get_all_weights() (in module esmvaltool.diag_scripts.mlr) get_ancestors() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) get_area_weights() (in module esmvaltool.diag_scripts.mlr) get_array_range() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_caption() (in module esmvaltool.diag_scripts.emergent_constraints) get_cfg() (in module esmvaltool.diag_scripts.shared) get_colors() (in module esmvaltool.diag_scripts.emergent_constraints) get_colour_from_cmap() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_constraint() (in module esmvaltool.diag_scripts.emergent_constraints) get_constraint_from_df() (in module esmvaltool.diag_scripts.emergent_constraints) get_control_exper_obs() (in module esmvaltool.diag_scripts.shared) get_cube_range() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_cube_range_diff() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_data() (esmvaltool.diag_scripts.shared.Datasets method) get_data_frame() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) get_data_list() (esmvaltool.diag_scripts.shared.Datasets method) get_dataset_info() (esmvaltool.diag_scripts.shared.Datasets method) get_dataset_info_list() (esmvaltool.diag_scripts.shared.Datasets method) get_dataset_style() (in module esmvaltool.diag_scripts.shared.plot) get_decade() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_diagnostic_filename() (in module esmvaltool.diag_scripts.shared) get_feature_names_out() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) get_groups() (in module esmvaltool.diag_scripts.emergent_constraints) get_horizontal_weights() (in module esmvaltool.diag_scripts.mlr) get_image_format() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_image_path() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_info() (esmvaltool.diag_scripts.shared.Datasets method) get_info_list() (esmvaltool.diag_scripts.shared.Datasets method) get_input_data() (in module esmvaltool.diag_scripts.emergent_constraints) (in module esmvaltool.diag_scripts.mlr) get_input_files() (in module esmvaltool.diag_scripts.emergent_constraints) (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_landsea_fraction_weights() (in module esmvaltool.diag_scripts.mlr) get_mean_cube() (in module esmvaltool.diag_scripts.shared.iris_helpers) get_new_path() (in module esmvaltool.diag_scripts.mlr) get_obs_projects() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_params() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) get_path() (esmvaltool.diag_scripts.shared.Datasets method) get_path_list() (esmvaltool.diag_scripts.shared.Datasets method) get_path_to_mpl_style() (in module esmvaltool.diag_scripts.shared.plot) get_plot_filename() (in module esmvaltool.diag_scripts.shared)

get_plot_folder() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) get_plot_name() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) get_plot_path() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) get_pole() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) get_provenance_record() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase static method) (in module esmvaltool.diag_scripts.emergent_constraints) get_rfecv_transformer() (in module esmvaltool.diag_scripts.mlr.custom_sklearn) get_season() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) get_squared_error_cube() (in module esmvaltool.diag_scripts.mlr) get_support() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) get_time_string() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) get_time_weights() (in module esmvaltool.diag_scripts.mlr) get_x_array() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) get_xy_data_without_nans() (in module esmvaltool.diag_scripts.emergent_constraints) get_y_array() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) get_year() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) global_contourf() (in module esmvaltool.diag_scripts.shared.plot) global_pcolormesh() (in module esmvaltool.diag_scripts.shared.plot) grid_search_cv() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) group_attributes (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) group_metadata() (in module esmvaltool.diag_scripts.shared) guess_calendar_datetime() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools)

H

HuberRegressionModel (class in esmvaltool.diag_scripts.mlr.models.huber)

I

ignore_warnings() (in module esmvaltool.diag_scripts.mlr) index() (esmvaltool.diag_scripts.shared.Variable method) intersect_dataset_coordinates() (in module esmvaltool.diag_scripts.shared.iris_helpers) inverse_transform() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method)

iris_dict() (esmvaltool.diag_scripts.shared.Variables method) iris_project_constraint() (in module esmvaltool.diag_scripts.shared.iris_helpers)

K

KRRModel (class in esmvaltool.diag_scripts.mlr.models.krr)

L

label (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) label_units (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property)

LassoCVModel (class in esmvaltool.diag_scripts.mlr.models.lasso_cv) LassoLarsCVModel (class in esmvaltool.diag_scripts.mlr.models.lasso_lars_cv) LassoModel (class in esmvaltool.diag_scripts.mlr.models.lasso) LinearModel (class in esmvaltool.diag_scripts.mlr.models.linear_base) LinearRegressionModel (class in esmvaltool.diag_scripts.mlr.models.linear) load_thresholds() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) log() (esmvaltool.diag_scripts.shared.ProvenanceLogger method) log_marginal_likelihood() (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) long_name (esmvaltool.diag_scripts.shared.Variable attribute) long_name() (esmvaltool.diag_scripts.shared.Variables method)

M

main() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps) (in module esmvaltool.diag_scripts.ocean.diagnostic_maps_quad) (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) (in module esmvaltool.diag_scripts.ocean.diagnostic_profiles) (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) (in module esmvaltool.diag_scripts.ocean.diagnostic_timeseries) (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) make_cube_layer_dict() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) make_cube_region_dict() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) make_depth_safe() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) make_map_contour() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps) make_map_extent_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) make_map_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps) (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) make_model_vs_obs_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) make_polar_map() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) make_profiles_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_profiles) make_scatter() (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) make_time_series_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_timeseries) make_transect_contours() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) make_transects_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) make_ts_plots() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) match_model_to_key() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) mlr_model_type (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) MLRModel (class in esmvaltool.diag_scripts.mlr.models) modify_var() (esmvaltool.diag_scripts.shared.Variables method) module esmvaltool.diag_scripts.emergent_constraints esmvaltool.diag_scripts.emergent_constraints.cox18nature esmvaltool.diag_scripts.emergent_constraints.ecs_scatter esmvaltool.diag_scripts.emergent_constraints.multiple_constraints esmvaltool.diag_scripts.emergent_constraints.single_constraint esmvaltool.diag_scripts.mlr esmvaltool.diag_scripts.mlr.custom_sklearn esmvaltool.diag_scripts.mlr.evaluate_residuals esmvaltool.diag_scripts.mlr.main esmvaltool.diag_scripts.mlr.mmm esmvaltool.diag_scripts.mlr.models esmvaltool.diag_scripts.mlr.models.gbr_base esmvaltool.diag_scripts.mlr.models.gbr_sklearn esmvaltool.diag_scripts.mlr.models.gbr_xgboost esmvaltool.diag_scripts.mlr.models.gpr_sklearn esmvaltool.diag_scripts.mlr.models.huber esmvaltool.diag_scripts.mlr.models.krr esmvaltool.diag_scripts.mlr.models.lasso esmvaltool.diag_scripts.mlr.models.lasso_cv esmvaltool.diag_scripts.mlr.models.lasso_lars_cv esmvaltool.diag_scripts.mlr.models.linear esmvaltool.diag_scripts.mlr.models.linear_base esmvaltool.diag_scripts.mlr.models.rfr esmvaltool.diag_scripts.mlr.models.ridge esmvaltool.diag_scripts.mlr.models.ridge_cv esmvaltool.diag_scripts.mlr.models.svr esmvaltool.diag_scripts.mlr.plot esmvaltool.diag_scripts.mlr.postprocess esmvaltool.diag_scripts.mlr.preprocess esmvaltool.diag_scripts.mlr.rescale_with_emergent_constraint esmvaltool.diag_scripts.monitor.compute_eofs esmvaltool.diag_scripts.monitor.monitor esmvaltool.diag_scripts.monitor.monitor_base esmvaltool.diag_scripts.monitor.multi_datasets esmvaltool.diag_scripts.ocean.diagnostic_maps esmvaltool.diag_scripts.ocean.diagnostic_maps_quad esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs esmvaltool.diag_scripts.ocean.diagnostic_profiles esmvaltool.diag_scripts.ocean.diagnostic_seaice esmvaltool.diag_scripts.ocean.diagnostic_timeseries esmvaltool.diag_scripts.ocean.diagnostic_tools esmvaltool.diag_scripts.ocean.diagnostic_transects esmvaltool.diag_scripts.psyplot_diag esmvaltool.diag_scripts.shared esmvaltool.diag_scripts.shared.iris_helpers esmvaltool.diag_scripts.shared.plot

MonitorBase (class in esmvaltool.diag_scripts.monitor.monitor_base) moving_average() (in module esmvaltool.diag_scripts.ocean.diagnostic_timeseries) multi_dataset_scatterplot() (in module esmvaltool.diag_scripts.shared.plot) multi_model_contours() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps) (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) multi_model_maps() (in module esmvaltool.diag_scripts.ocean.diagnostic_maps_quad) multi_model_time_series() (in module esmvaltool.diag_scripts.ocean.diagnostic_timeseries)

N

n_features_in_ (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor property) named_steps (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline property) numerical_features (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property)

P

pandas_object_to_cube() (in module esmvaltool.diag_scripts.emergent_constraints) parameters (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) perform_efecv() (in module esmvaltool.diag_scripts.mlr.custom_sklearn) plot_1d_model() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_coefs() (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) plot_cube() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) plot_feature_importance() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) plot_individual_scatterplots() (in module esmvaltool.diag_scripts.emergent_constraints) plot_merged_scatterplots() (in module esmvaltool.diag_scripts.emergent_constraints) plot_partial_dependences() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_prediction_errors() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_residuals() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_residuals_distribution() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method)

plot_residuals_histogram() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_scatterplots() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) plot_target_distributions() (in module esmvaltool.diag_scripts.emergent_constraints) plot_timeseries() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) plot_training_progress() (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) predict() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) predict_log_proba() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) predict_proba() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) prepare_cube_for_merging() (in module esmvaltool.diag_scripts.shared.iris_helpers) prepare_provenance_record() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) print_correlation_matrices() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) print_kernel_info() (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) print_regression_metrics() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) ProvenanceLogger (class in esmvaltool.diag_scripts.shared)

Q

quickplot() (in module esmvaltool.diag_scripts.shared.plot)

R

random_state (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel property) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel property) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel property) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel property) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel property) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel property) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel property) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel property) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel property) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel property) (esmvaltool.diag_scripts.mlr.models.MLRModel property) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel property) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel property) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel property) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel property) record_plot_provenance() (esmvaltool.diag_scripts.monitor.monitor_base.MonitorBase method) register_mlr_model() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel class method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel class method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel class method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel class method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel class method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel class method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel class method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel class method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel class method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel class method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel class method) (esmvaltool.diag_scripts.mlr.models.MLRModel class method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel class method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel class method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel class method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel class method) regression_line() (in module esmvaltool.diag_scripts.emergent_constraints) reset_pipeline() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method)

rfecv() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method) RFRModel (class in esmvaltool.diag_scripts.mlr.models.rfr) RidgeCVModel (class in esmvaltool.diag_scripts.mlr.models.ridge_cv) RidgeModel (class in esmvaltool.diag_scripts.mlr.models.ridge) rounds_sig() (in module esmvaltool.diag_scripts.ocean.diagnostic_model_vs_obs) run_diagnostic() (in module esmvaltool.diag_scripts.shared)

S

sample_y() (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) save_data() (in module esmvaltool.diag_scripts.shared) save_figure() (in module esmvaltool.diag_scripts.shared) scatterplot() (in module esmvaltool.diag_scripts.shared.plot) score() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method) score_samples() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) select_metadata() (in module esmvaltool.diag_scripts.shared) set_data() (esmvaltool.diag_scripts.shared.Datasets method) set_output() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) set_params() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedTransformedTargetRegressor method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.AdvancedGaussianProcessRegressor method)

set_plot_appearance() (in module esmvaltool.diag_scripts.emergent_constraints) short_name (esmvaltool.diag_scripts.shared.Variable attribute) short_name() (esmvaltool.diag_scripts.shared.Variables method) short_names() (esmvaltool.diag_scripts.shared.Variables method) SklearnGBRModel (class in esmvaltool.diag_scripts.mlr.models.gbr_sklearn) SklearnGPRModel (class in esmvaltool.diag_scripts.mlr.models.gpr_sklearn) sorted_group_metadata() (in module esmvaltool.diag_scripts.shared) sorted_metadata() (in module esmvaltool.diag_scripts.shared) square_root_metadata() (in module esmvaltool.diag_scripts.mlr) standard_name (esmvaltool.diag_scripts.shared.Variable attribute) standard_name() (esmvaltool.diag_scripts.shared.Variables method) standard_names() (esmvaltool.diag_scripts.shared.Variables method) standard_prediction_error() (in module esmvaltool.diag_scripts.emergent_constraints) steps (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline attribute) SVRModel (class in esmvaltool.diag_scripts.mlr.models.svr)

T

target_pdf() (in module esmvaltool.diag_scripts.emergent_constraints) test_normality_of_residuals() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method)

timeplot() (in module esmvaltool.diag_scripts.ocean.diagnostic_timeseries) titlify() (in module esmvaltool.diag_scripts.ocean.diagnostic_transects) transform() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFE method) (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedRFECV method) (esmvaltool.diag_scripts.mlr.custom_sklearn.FeatureSelectionTransformer method) transform_only() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method) transform_target_only() (esmvaltool.diag_scripts.mlr.custom_sklearn.AdvancedPipeline method)

U

unify_1d_cubes() (in module esmvaltool.diag_scripts.shared.iris_helpers) unify_time_coord() (in module esmvaltool.diag_scripts.shared.iris_helpers) units (esmvaltool.diag_scripts.shared.Variable attribute) units() (esmvaltool.diag_scripts.shared.Variables method) units_power() (in module esmvaltool.diag_scripts.mlr) update_parameters() (esmvaltool.diag_scripts.mlr.models.gbr_base.GBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_sklearn.SklearnGBRModel method) (esmvaltool.diag_scripts.mlr.models.gbr_xgboost.XGBoostGBRModel method) (esmvaltool.diag_scripts.mlr.models.gpr_sklearn.SklearnGPRModel method) (esmvaltool.diag_scripts.mlr.models.huber.HuberRegressionModel method) (esmvaltool.diag_scripts.mlr.models.krr.KRRModel method) (esmvaltool.diag_scripts.mlr.models.lasso.LassoModel method) (esmvaltool.diag_scripts.mlr.models.lasso_cv.LassoCVModel method) (esmvaltool.diag_scripts.mlr.models.lasso_lars_cv.LassoLarsCVModel method) (esmvaltool.diag_scripts.mlr.models.linear.LinearRegressionModel method) (esmvaltool.diag_scripts.mlr.models.linear_base.LinearModel method) (esmvaltool.diag_scripts.mlr.models.MLRModel method) (esmvaltool.diag_scripts.mlr.models.rfr.RFRModel method) (esmvaltool.diag_scripts.mlr.models.ridge.RidgeModel method) (esmvaltool.diag_scripts.mlr.models.ridge_cv.RidgeCVModel method) (esmvaltool.diag_scripts.mlr.models.svr.SVRModel method)

V

var_name() (esmvaltool.diag_scripts.shared.Variables method) Variable (class in esmvaltool.diag_scripts.shared)

Variables (class in esmvaltool.diag_scripts.shared) variables_available() (in module esmvaltool.diag_scripts.shared) vars_available() (esmvaltool.diag_scripts.shared.Variables method)

X

XGBoostGBRModel (class in esmvaltool.diag_scripts.mlr.models.gbr_xgboost)