Index

A

abs_energy (class in xr_fresh.feature_calculator_series), [1] absolute_sum_of_changes (class in xr_fresh.feature_calculator_series), [1]

add_categorical() (in module xr_fresh.utils) add_time_targets() (in module xr_fresh.utils) autocorrelation (class in xr_fresh.feature_calculator_series), [1]

B

BaseTransformer (class in xr_fresh.transformers)

bound() (in module xr_fresh.utils)

C

calculate() (xr_fresh.feature_calculator_series.abs_energy method), [1] (xr_fresh.feature_calculator_series.absolute_sum_of_changes method), [1] (xr_fresh.feature_calculator_series.autocorrelation method), [1] (xr_fresh.feature_calculator_series.count_above_mean method), [1] (xr_fresh.feature_calculator_series.count_below_mean method), [1] (xr_fresh.feature_calculator_series.doy_of_maximum method), [1] (xr_fresh.feature_calculator_series.doy_of_minimum method), [1] (xr_fresh.feature_calculator_series.kurtosis method), [1] (xr_fresh.feature_calculator_series.kurtosis_excess method), [1] (xr_fresh.feature_calculator_series.large_standard_deviation method), [1] (xr_fresh.feature_calculator_series.longest_strike_above_mean method), [1] (xr_fresh.feature_calculator_series.longest_strike_below_mean method), [1] (xr_fresh.feature_calculator_series.maximum method), [1] (xr_fresh.feature_calculator_series.mean method), [1] (xr_fresh.feature_calculator_series.mean_abs_change method), [1] (xr_fresh.feature_calculator_series.mean_change method), [1] (xr_fresh.feature_calculator_series.mean_second_derivative_central method), [1] (xr_fresh.feature_calculator_series.median method), [1] (xr_fresh.feature_calculator_series.minimum method), [1] (xr_fresh.feature_calculator_series.ols_slope_intercept method), [1] (xr_fresh.feature_calculator_series.quantile method), [1] (xr_fresh.feature_calculator_series.ratio_beyond_r_sigma method), [1] (xr_fresh.feature_calculator_series.skewness method), [1] (xr_fresh.feature_calculator_series.standard_deviation method), [1] (xr_fresh.feature_calculator_series.sum method), [1] (xr_fresh.feature_calculator_series.symmetry_looking method), [1] (xr_fresh.feature_calculator_series.ts_complexity_cid_ce method), [1] (xr_fresh.feature_calculator_series.unique_value_number_to_time_series_length method), [1] (xr_fresh.feature_calculator_series.variance method), [1] (xr_fresh.feature_calculator_series.variance_larger_than_standard_deviation method), [1] (xr_fresh.interpolate_series.interpolate_nan method), [1], [2], [3]

check_variable_lengths() (in module xr_fresh.utils) close() (xr_fresh.backends.Cluster method), [1] Cluster (class in xr_fresh.backends), [1] compressed_pickle() (in module xr_fresh.utils) convert_to_min_dtype() (in module xr_fresh.utils) count_above_mean (class in xr_fresh.feature_calculator_series), [1] count_below_mean (class in xr_fresh.feature_calculator_series), [1]

D

decompress_pickle() (in module xr_fresh.utils) downcast_pandas() (in module xr_fresh.utils)

doy_of_maximum (class in xr_fresh.feature_calculator_series), [1] doy_of_minimum (class in xr_fresh.feature_calculator_series), [1]

E

ExtendedGeoWombatAccessor (class in xr_fresh.dimension_reduction), [1] extract_features_series() (in module xr_fresh.extractors_series), [1]

extract_grid() (in module xr_fresh.extractors_series), [1] extract_key_value_names() (in module xr_fresh.extractors_series), [1]

F

find_variable_names() (in module xr_fresh.utils)

find_variable_year() (in module xr_fresh.utils) fit() (xr_fresh.transformers.BaseTransformer method)

I

interpolate_nan (class in xr_fresh.interpolate_series), [1]

is_dataarray() (in module xr_fresh.transformers) is_dataset() (in module xr_fresh.transformers)

K

k_pca() (xr_fresh.dimension_reduction.ExtendedGeoWombatAccessor method), [1]

kurtosis (class in xr_fresh.feature_calculator_series), [1] kurtosis_excess (class in xr_fresh.feature_calculator_series), [1]

L

large_standard_deviation (class in xr_fresh.feature_calculator_series), [1]

longest_strike_above_mean (class in xr_fresh.feature_calculator_series), [1] longest_strike_below_mean (class in xr_fresh.feature_calculator_series), [1]

M

maximum (class in xr_fresh.feature_calculator_series), [1] mean (class in xr_fresh.feature_calculator_series), [1] mean_abs_change (class in xr_fresh.feature_calculator_series), [1] mean_change (class in xr_fresh.feature_calculator_series), [1] mean_second_derivative_central (class in xr_fresh.feature_calculator_series), [1] median (class in xr_fresh.feature_calculator_series), [1] minimum (class in xr_fresh.feature_calculator_series), [1] module xr_fresh xr_fresh.backends, [1] xr_fresh.data xr_fresh.dimension_reduction, [1] xr_fresh.extractors_series, [1] xr_fresh.feature_calculator_series, [1] xr_fresh.interpolate_series, [1] xr_fresh.io, [1] xr_fresh.transformers xr_fresh.utils xr_fresh.visualizer, [1]

O

ols_slope_intercept (class in xr_fresh.feature_calculator_series), [1]

open_pickle() (in module xr_fresh.utils)

P

parquet_append() (in module xr_fresh.io), [1]

plot_interpolated_actual() (in module xr_fresh.visualizer), [1]

Q

quantile (class in xr_fresh.feature_calculator_series), [1]

R

ratio_beyond_r_sigma (class in xr_fresh.feature_calculator_series), [1]

restart() (xr_fresh.backends.Cluster method), [1]

S

save_pickle() (in module xr_fresh.utils) skewness (class in xr_fresh.feature_calculator_series), [1] stack_to_pandas() (in module xr_fresh.io) Stackerizer (class in xr_fresh.transformers) stackerizer() (in module xr_fresh.transformers) standard_deviation (class in xr_fresh.feature_calculator_series), [1]

start() (xr_fresh.backends.Cluster method), [1] start_large_IO_object() (xr_fresh.backends.Cluster method), [1] start_large_object() (xr_fresh.backends.Cluster method), [1] start_small_object() (xr_fresh.backends.Cluster method), [1] sum (class in xr_fresh.feature_calculator_series), [1] symmetry_looking (class in xr_fresh.feature_calculator_series), [1]

T

to_vrt() (in module xr_fresh.utils)

transform() (xr_fresh.transformers.BaseTransformer method) ts_complexity_cid_ce (class in xr_fresh.feature_calculator_series), [1]

U

unique() (in module xr_fresh.utils)

unique_value_number_to_time_series_length (class in xr_fresh.feature_calculator_series), [1]

V

variance (class in xr_fresh.feature_calculator_series), [1]

variance_larger_than_standard_deviation (class in xr_fresh.feature_calculator_series), [1]

W

WriteDaskArray (class in xr_fresh.io)

WriteStackedArray() (in module xr_fresh.io), [1]

X

xarray_to_rasterio() (in module xr_fresh.utils) xr_fresh module xr_fresh.backends module, [1] xr_fresh.data module xr_fresh.dimension_reduction module, [1] xr_fresh.extractors_series module, [1]

xr_fresh.feature_calculator_series module, [1] xr_fresh.interpolate_series module, [1] xr_fresh.io module, [1] xr_fresh.transformers module xr_fresh.utils module xr_fresh.visualizer module, [1]