Index

A

add_index() (terrasensetk.dataset.Dataset.Dataset method) AddIndicesTask (class in terrasensetk.utils.eotasks)

aux_error_checking() (in module terrasensetk.performance.metrics.metric_utils) aux_get_size() (in module terrasensetk.performance.metrics.metric_utils)

B

bbox() (terrasensetk.dataset.TSPatch.TSPatch property)

C

callFunction() (terrasensetk.performance.metrics.IMetrics.IMetrics method) check_metrics() (terrasensetk.performance.metrics.IMetrics.IMetrics method) checkFunction() (terrasensetk.performance.metrics.IMetrics.IMetrics method) clone() (terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector method) (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method) cmd_abse() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method)

cmd_ae() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_cv_rmsd() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_eav1() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_ee() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_mae() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_psde() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_rmse() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_rsquared() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) cmd_sde() (terrasensetk.performance.metrics.RegressionMetrics.RegressionMetrics method) CountValid (class in terrasensetk.utils.eotasks)

D

data() (terrasensetk.dataset.TSPatch.TSPatch property)

data_timeless() (terrasensetk.dataset.TSPatch.TSPatch property) Dataset (class in terrasensetk.dataset.Dataset)

E

eopatches() (terrasensetk.dataset.Dataset.Dataset property) EuclideanNorm (class in terrasensetk.utils.eotasks) execute() (terrasensetk.utils.eotasks.AddIndicesTask method) (terrasensetk.utils.eotasks.CountValid method) (terrasensetk.utils.eotasks.EuclideanNorm method) (terrasensetk.utils.eotasks.InterpolationTask method) (terrasensetk.utils.eotasks.NormalizedDifferenceIndex method) (terrasensetk.utils.filtervectortoraster.FilterVectorToRaster method)

F

features() (terrasensetk.utils.Results.Results property) FilterVectorToRaster (class in terrasensetk.utils.filtervectortoraster) fit() (terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector method) (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method)

G

get_dataset_entry_value() (terrasensetk.dataset.TSPatch.TSPatch method) get_eopatch() (terrasensetk.dataset.Dataset.Dataset method) get_eopatch_mask() (terrasensetk.dataset.TSPatch.TSPatch method) get_eopatches() (terrasensetk.dataset.Dataset.Dataset method) get_eopatches_dataframe() (terrasensetk.dataset.Dataset.Dataset method) get_indexes_from_bands() (in module terrasensetk.utils.utils) get_lucas_copernicus_path() (in module terrasensetk.utils.utils) get_masked_region() (terrasensetk.dataset.TSPatch.TSPatch method) get_model() (terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector method) (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method)

get_number_of_features() (terrasensetk.algorithms.FeatureSelection.IFeatureSelection.IFeatureSelection method) get_params() (terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector method) (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method) get_time_interval() (in module terrasensetk.utils.utils) get_values_of_masked_region() (terrasensetk.dataset.TSPatch.TSPatch method) GradientBoostingRegressor (class in terrasensetk.algorithms.Regression.GradientBoostingRegressor)

I

ICrossValidation (class in terrasensetk.performance.ICrossValidation) ids_test() (terrasensetk.utils.Results.Results property) ids_train() (terrasensetk.utils.Results.Results property)

IFeatureSelection (class in terrasensetk.algorithms.FeatureSelection.IFeatureSelection) IMetrics (class in terrasensetk.performance.metrics.IMetrics) InterpolationTask (class in terrasensetk.utils.eotasks)

K

KFold (class in terrasensetk.performance.KFold)

L

label() (terrasensetk.dataset.TSPatch.TSPatch property)

label_timeless() (terrasensetk.dataset.TSPatch.TSPatch property) load() (terrasensetk.dataset.TSPatch.TSPatch class method)

M

mask() (terrasensetk.dataset.TSPatch.TSPatch property) mask_timeless() (terrasensetk.dataset.TSPatch.TSPatch property) meta_info() (terrasensetk.dataset.TSPatch.TSPatch property) MLPRegressor (class in terrasensetk.algorithms.Regression.MLPRegressor) model() (terrasensetk.utils.Results.Results property) module terrasensetk.algorithms terrasensetk.algorithms.FeatureSelection terrasensetk.algorithms.FeatureSelection.IFeatureSelection terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector terrasensetk.algorithms.IAlgorithm terrasensetk.algorithms.Regression terrasensetk.algorithms.Regression.GradientBoostingRegressor terrasensetk.algorithms.Regression.MLPRegressor terrasensetk.algorithms.Regression.PLSRegressor terrasensetk.algorithms.Regression.RandomForestRegressor terrasensetk.algorithms.Regression.SupportVectorRegression terrasensetk.dataset.Dataset terrasensetk.dataset.TSPatch terrasensetk.performance terrasensetk.performance.ICrossValidation terrasensetk.performance.KFold terrasensetk.performance.metrics terrasensetk.performance.metrics.IMetrics terrasensetk.performance.metrics.metric_utils terrasensetk.performance.metrics.RegressionMetrics terrasensetk.utils terrasensetk.utils.eotasks terrasensetk.utils.filtervectortoraster terrasensetk.utils.Results terrasensetk.utils.utils

N

NormalizedDifferenceIndex (class in terrasensetk.utils.eotasks)

O

objective_function() (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method)

P

parameters() (terrasensetk.utils.Results.Results property) parse_table_to_dict() (in module terrasensetk.utils.utils) PLSRegressor (class in terrasensetk.algorithms.Regression.PLSRegressor) predict() (terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector.SequentialFeatureSelector method) (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method)

R

RandomForestRegressor (class in terrasensetk.algorithms.Regression.RandomForestRegressor) RegressionMetrics (class in terrasensetk.performance.metrics.RegressionMetrics)

represent_image() (terrasensetk.dataset.TSPatch.TSPatch method) Results (class in terrasensetk.utils.Results)

S

save_indices_to_eopatches() (terrasensetk.dataset.Dataset.Dataset method) scalar() (terrasensetk.dataset.TSPatch.TSPatch property) scalar_timeless() (terrasensetk.dataset.TSPatch.TSPatch property) SentinelHubValidData (class in terrasensetk.utils.eotasks) SequentialFeatureSelector (class in terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector) set_number_of_features() (terrasensetk.algorithms.FeatureSelection.IFeatureSelection.IFeatureSelection method) set_params() (terrasensetk.algorithms.Regression.GradientBoostingRegressor.GradientBoostingRegressor method) (terrasensetk.algorithms.Regression.MLPRegressor.MLPRegressor method) (terrasensetk.algorithms.Regression.PLSRegressor.PLSRegressor method) (terrasensetk.algorithms.Regression.RandomForestRegressor.RandomForestRegressor method) (terrasensetk.algorithms.Regression.SupportVectorRegression.SupportVectorRegression method)

split() (terrasensetk.performance.ICrossValidation.ICrossValidation class method) (terrasensetk.performance.KFold.KFold method) study() (terrasensetk.utils.Results.Results property) SupportVectorRegression (class in terrasensetk.algorithms.Regression.SupportVectorRegression)

T

terrasensetk.algorithms module terrasensetk.algorithms.FeatureSelection module terrasensetk.algorithms.FeatureSelection.IFeatureSelection module terrasensetk.algorithms.FeatureSelection.SequentialFeatureSelector module terrasensetk.algorithms.IAlgorithm module terrasensetk.algorithms.Regression module terrasensetk.algorithms.Regression.GradientBoostingRegressor module terrasensetk.algorithms.Regression.MLPRegressor module terrasensetk.algorithms.Regression.PLSRegressor module terrasensetk.algorithms.Regression.RandomForestRegressor module terrasensetk.algorithms.Regression.SupportVectorRegression module terrasensetk.dataset.Dataset module terrasensetk.dataset.TSPatch module

terrasensetk.performance module terrasensetk.performance.ICrossValidation module terrasensetk.performance.KFold module terrasensetk.performance.metrics module terrasensetk.performance.metrics.IMetrics module terrasensetk.performance.metrics.metric_utils module terrasensetk.performance.metrics.RegressionMetrics module terrasensetk.utils module terrasensetk.utils.eotasks module terrasensetk.utils.filtervectortoraster module terrasensetk.utils.Results module terrasensetk.utils.utils module timestamp() (terrasensetk.dataset.TSPatch.TSPatch property) to_square() (in module terrasensetk.utils.utils) TSPatch (class in terrasensetk.dataset.TSPatch)

V

vector() (terrasensetk.dataset.TSPatch.TSPatch property)

vector_timeless() (terrasensetk.dataset.TSPatch.TSPatch property)

X

x_test() (terrasensetk.utils.Results.Results property)

x_train() (terrasensetk.utils.Results.Results property)

Y

y_pred() (terrasensetk.utils.Results.Results property)

y_test() (terrasensetk.utils.Results.Results property) y_train() (terrasensetk.utils.Results.Results property)