Index

A

add_metrics_results() (pytesmo.validation_framework.results_manager.PointDataResults method) add_result() (pytesmo.validation_framework.results_manager.PointDataResults method) add_scaled() (in module pytesmo.scaling)

add_ts_results() (pytesmo.validation_framework.results_manager.PointDataResults method) args_to_iterable() (in module pytesmo.validation_framework.validation) array_dropna() (in module pytesmo.utils)

B

BasicTemporalMatching (class in pytesmo.validation_framework.temporal_matchers)

build_filename() (in module pytesmo.validation_framework.results_manager)

C

calc() (pytesmo.validation_framework.validation.Validation method), [1] calc_init_guess() (in module pytesmo.interpolate.dctpls) calc_parameters() (pytesmo.validation_framework.data_scalers.CDFStoreParamsScaler method) caldat() (in module pytesmo.timedate.julian) cdf_beta_match() (in module pytesmo.scaling)

cdf_match() (in module pytesmo.scaling) CDFMatching (class in pytesmo.cdf_matching) CDFStoreParamsScaler (class in pytesmo.validation_framework.data_scalers) combinatory_matcher() (pytesmo.validation_framework.temporal_matchers.BasicTemporalMatching method) combined_temporal_collocation() (in module pytesmo.temporal_matching)

D

DataManager (class in pytesmo.validation_framework.data_manager) DataManagerError day (pytesmo.time_series.grouping.YearlessDatetime attribute) dctNd() (in module pytesmo.interpolate.dctpls) DefaultScaler (class in pytesmo.validation_framework.data_scalers) deprecated() (in module pytesmo.utils)

df_name_multiindex() (in module pytesmo.validation_framework.temporal_matchers) dfdict_combined_temporal_collocation() (in module pytesmo.validation_framework.temporal_matchers) doy (pytesmo.time_series.grouping.YearlessDatetime property) doy() (in module pytesmo.timedate.julian) ds_dict (pytesmo.validation_framework.data_manager.DataManager property) dummy_validation_result() (pytesmo.validation_framework.validation.Validation method)

E

element_iterable() (in module pytesmo.utils)

ensure_iterable() (in module pytesmo.utils)

F

filter() (pytesmo.time_series.grouping.TsDistributor method) fit() (pytesmo.cdf_matching.CDFMatching method)

flatten() (in module pytesmo.validation_framework.data_manager) from_datetime() (pytesmo.time_series.grouping.YearlessDatetime class method) func() (in module pytesmo.validation_framework.start_validation)

G

gcv() (in module pytesmo.interpolate.dctpls) get_data() (pytesmo.validation_framework.data_manager.DataManager method) get_data_for_result_tuple() (pytesmo.validation_framework.validation.Validation method) get_luts() (pytesmo.validation_framework.data_manager.DataManager method) get_other_data() (pytesmo.validation_framework.data_manager.DataManager method) get_parameters() (pytesmo.validation_framework.data_scalers.CDFStoreParamsScaler method) get_processing_jobs() (pytesmo.validation_framework.validation.Validation method), [1] get_result_combinations() (in module pytesmo.validation_framework.data_manager)

get_result_names() (in module pytesmo.validation_framework.data_manager) (pytesmo.validation_framework.data_manager.DataManager method) get_results_names() (pytesmo.validation_framework.data_manager.DataManager method) get_scaling_function() (in module pytesmo.scaling) get_scaling_method_lut() (in module pytesmo.scaling) get_upscaled_ts() (pytesmo.validation_framework.upscaling.Upscaling method) group_by_day_bin() (in module pytesmo.time_series.grouping) grouped_dates_between() (in module pytesmo.time_series.grouping) grp_to_datetimeindex() (in module pytesmo.time_series.grouping)

H

hour (pytesmo.time_series.grouping.YearlessDatetime attribute)

I

interp_uniq() (in module pytesmo.utils)

is_leap_year() (in module pytesmo.timedate.julian)

J

julday() (in module pytesmo.timedate.julian)

julian2datetime() (in module pytesmo.timedate.julian) julian2num() (in module pytesmo.timedate.julian)

K

k_datasets_from() (pytesmo.validation_framework.validation.Validation method)

L

linreg() (in module pytesmo.scaling) linreg_params() (in module pytesmo.scaling)

linreg_stored_params() (in module pytesmo.scaling) load_parameters() (pytesmo.validation_framework.data_scalers.CDFStoreParamsScaler method)

M

make_combined_temporal_matcher() (in module pytesmo.validation_framework.temporal_matchers) mask_dataset() (pytesmo.validation_framework.validation.Validation method) match() (pytesmo.validation_framework.temporal_matchers.BasicTemporalMatching method) max (pytesmo.interpolate.dctpls.ValueRange attribute) mean_std() (in module pytesmo.scaling) MetricsCalculationError min (pytesmo.interpolate.dctpls.ValueRange attribute) min_max() (in module pytesmo.scaling) minute (pytesmo.time_series.grouping.YearlessDatetime attribute) MixinReadTs (class in pytesmo.validation_framework.upscaling) module pytesmo pytesmo.cdf_matching pytesmo.colormaps pytesmo.grid pytesmo.grid.resample pytesmo.interpolate pytesmo.interpolate.dctpls pytesmo.scaling pytesmo.temporal_matching pytesmo.time_series pytesmo.time_series.grouping pytesmo.timedate pytesmo.timedate.dekad pytesmo.timedate.julian pytesmo.utils pytesmo.validation_framework pytesmo.validation_framework.data_manager pytesmo.validation_framework.data_scalers pytesmo.validation_framework.error_handling pytesmo.validation_framework.results_manager pytesmo.validation_framework.start_validation pytesmo.validation_framework.temporal_matchers pytesmo.validation_framework.upscaling pytesmo.validation_framework.validation

month (pytesmo.time_series.grouping.YearlessDatetime attribute)

N

netcdf_results_manager() (in module pytesmo.validation_framework.results_manager) NoGpiDataError

NoTempMatchedDataError num2julian() (in module pytesmo.timedate.julian)

P

perform_validation() (pytesmo.validation_framework.validation.Validation method) PointDataResults (class in pytesmo.validation_framework.results_manager) predict() (pytesmo.cdf_matching.CDFMatching method) pytesmo module pytesmo.cdf_matching module pytesmo.colormaps module pytesmo.grid module pytesmo.grid.resample module pytesmo.interpolate module pytesmo.interpolate.dctpls module pytesmo.scaling module pytesmo.temporal_matching module pytesmo.time_series module pytesmo.time_series.grouping module

pytesmo.timedate module pytesmo.timedate.dekad module pytesmo.timedate.julian module pytesmo.utils module pytesmo.validation_framework module pytesmo.validation_framework.data_manager module pytesmo.validation_framework.data_scalers module pytesmo.validation_framework.error_handling module pytesmo.validation_framework.results_manager module pytesmo.validation_framework.start_validation module pytesmo.validation_framework.temporal_matchers module pytesmo.validation_framework.upscaling module pytesmo.validation_framework.validation module

R

read_ds() (pytesmo.validation_framework.upscaling.MixinReadTs method) read_loc() (pytesmo.validation_framework.results_manager.PointDataResults method) read_other() (pytesmo.validation_framework.data_manager.DataManager method), [1] read_reference() (pytesmo.validation_framework.data_manager.DataManager method), [1] read_ts() (pytesmo.validation_framework.results_manager.PointDataResults method) return_code (pytesmo.validation_framework.error_handling.DataManagerError attribute) (pytesmo.validation_framework.error_handling.MetricsCalculationError attribute) (pytesmo.validation_framework.error_handling.NoGpiDataError attribute) (pytesmo.validation_framework.error_handling.NoTempMatchedDataError attribute) (pytesmo.validation_framework.error_handling.ScalingError attribute) (pytesmo.validation_framework.error_handling.TemporalMatchingError attribute) (pytesmo.validation_framework.error_handling.ValidationError attribute) (pytesmo.validation_framework.error_handling.ValidationFailedError attribute)

RobustWeights() (in module pytesmo.interpolate.dctpls) rootdir() (in module pytesmo.utils)

S

scale() (in module pytesmo.scaling) (pytesmo.validation_framework.data_scalers.CDFStoreParamsScaler method) (pytesmo.validation_framework.data_scalers.DefaultScaler method) ScalingError second (pytesmo.time_series.grouping.YearlessDatetime attribute)

select() (pytesmo.time_series.grouping.TsDistributor method) set_score_request() (pytesmo.cdf_matching.CDFMatching method) smoothn() (in module pytesmo.interpolate.dctpls) start_validation() (in module pytesmo.validation_framework.start_validation) store_parameters() (pytesmo.validation_framework.data_scalers.CDFStoreParamsScaler method) sumnd() (in module pytesmo.interpolate.dctpls)

T

temporal_collocation() (in module pytesmo.temporal_matching) temporal_match() (pytesmo.validation_framework.upscaling.Upscaling static method) temporal_match_datasets() (pytesmo.validation_framework.validation.Validation method) temporal_match_masking_data() (pytesmo.validation_framework.validation.Validation method)

TemporalMatchingError to_datetime() (pytesmo.time_series.grouping.YearlessDatetime method) TsDistributor (class in pytesmo.time_series.grouping) tstability_filter() (pytesmo.validation_framework.upscaling.Upscaling static method)

U

upscale() (pytesmo.validation_framework.upscaling.Upscaling method)

Upscaling (class in pytesmo.validation_framework.upscaling) use_lut() (pytesmo.validation_framework.data_manager.DataManager method)

V

Validation (class in pytesmo.validation_framework.validation) ValidationError

ValidationFailedError ValueRange (class in pytesmo.interpolate.dctpls) variables (pytesmo.validation_framework.results_manager.PointDataResults property)

X

x_perc_ (pytesmo.cdf_matching.CDFMatching attribute)

Y

y_perc_ (pytesmo.cdf_matching.CDFMatching attribute)

YearlessDatetime (class in pytesmo.time_series.grouping)