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) 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) check_predict_kwargs() (in module esmvaltool.diag_scripts.mlr) 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) 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) 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 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.ocean 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.shared module esmvaltool.diag_scripts.shared.plot module 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

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) fit() (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) 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) 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_cfg() (in module esmvaltool.diag_scripts.shared) get_colour_from_cmap() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) 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_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.mlr) get_input_files() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) get_landsea_fraction_weights() (in module esmvaltool.diag_scripts.mlr) get_new_path() (in module esmvaltool.diag_scripts.mlr) get_obs_projects() (in module esmvaltool.diag_scripts.ocean.diagnostic_tools) 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_pole() (in module esmvaltool.diag_scripts.ocean.diagnostic_seaice) 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_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_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) iris_dict() (esmvaltool.diag_scripts.shared.Variables method)

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) long_name() (esmvaltool.diag_scripts.shared.Variable property) (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 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.ocean 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.shared esmvaltool.diag_scripts.shared.plot

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

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

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_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_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_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.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_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

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) 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

save_data() (in module esmvaltool.diag_scripts.shared) save_figure() (in module esmvaltool.diag_scripts.shared) scatterplot() (in module esmvaltool.diag_scripts.shared.plot) select_metadata() (in module esmvaltool.diag_scripts.shared) set_data() (esmvaltool.diag_scripts.shared.Datasets method) short_name() (esmvaltool.diag_scripts.shared.Variable property) (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 property) (esmvaltool.diag_scripts.shared.Variables method) standard_names() (esmvaltool.diag_scripts.shared.Variables method) SVRModel (class in esmvaltool.diag_scripts.mlr.models.svr)

T

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)

U

units() (esmvaltool.diag_scripts.shared.Variable property) (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)