xsdba

• xsdba package
  • Subpackages
    • xsdba.testing package
      • Submodules
      • xsdba.testing.diagnostics module
      • xsdba.testing.helpers module
      • xsdba.testing.sdba_utils module
      • xsdba.testing.utils module
  • Submodules
  • xsdba._adjustment module
    • Adjustment Algorithms
    • mbcn_adjust()
    • mbcn_train()
    • npdf_transform()
  • xsdba._processing module
    • Compute Functions Submodule
  • xsdba.adjustment module
    • Adjustment Methods
    • BaseAdjustment
    • DetrendedQuantileMapping
      • DetrendedQuantileMapping.nquantiles
      • DetrendedQuantileMapping.kind
      • DetrendedQuantileMapping.group
      • DetrendedQuantileMapping.adapt_freq_thresh
      • DetrendedQuantileMapping.max_tail_factor
      • DetrendedQuantileMapping.interp
      • DetrendedQuantileMapping.detrend
      • DetrendedQuantileMapping.extrapolation
    • EmpiricalQuantileMapping
      • EmpiricalQuantileMapping.nquantiles
      • EmpiricalQuantileMapping.kind
      • EmpiricalQuantileMapping.group
      • EmpiricalQuantileMapping.adapt_freq_thresh
      • EmpiricalQuantileMapping.max_tail_factor
      • EmpiricalQuantileMapping.interp
      • EmpiricalQuantileMapping.extrapolation
    • ExtremeValues
    • LOCI
      • LOCI.group
      • LOCI.thresh
      • LOCI.interp
    • MBCn
      • MBCn.base_kws
      • MBCn.adj_kws
      • MBCn.n_escore
      • MBCn.n_iter
      • MBCn.pts_dim
      • MBCn.rot_matrices
      • MBCn.base
      • MBCn.period_dim
      • MBCn.Training
      • MBCn.Adjusting
    • NpdfTransform
    • OTC
    • PrincipalComponents
      • PrincipalComponents.group
      • PrincipalComponents.best_orientation
      • PrincipalComponents.crd_dim
    • QuantileDeltaMapping
      • QuantileDeltaMapping.nquantiles
      • QuantileDeltaMapping.kind
      • QuantileDeltaMapping.group
      • QuantileDeltaMapping.max_tail_factor
      • QuantileDeltaMapping.interp
      • QuantileDeltaMapping.extrapolation
      • QuantileDeltaMapping.rank_window
      • QuantileDeltaMapping.quantiles
    • Scaling
    • dOTC
  • xsdba.base module
    • Base Classes and Developer Tools
    • Grouper
      • Grouper.ADD_DIMS
      • Grouper.DIM
      • Grouper.PROP
      • Grouper.apply()
      • Grouper.filter_add_dims()
      • Grouper.filter_dim()
      • Grouper.freq
      • Grouper.from_kwargs()
      • Grouper.get_coordinate()
      • Grouper.get_index()
      • Grouper.group()
      • Grouper.prop_name
    • Parametrizable
      • Parametrizable.parameters
    • ParametrizableWithDataset
      • ParametrizableWithDataset.from_dataset()
      • ParametrizableWithDataset.set_dataset()
    • compare_offsets()
    • construct_offset()
    • duck_empty()
    • ensure_chunk_size()
    • get_op()
    • map_blocks()
    • map_groups()
    • parse_group()
    • parse_offset()
    • stack_periods()
    • unstack_periods()
    • uses_dask()
  • xsdba.cli module
    • main()
  • xsdba.detrending module
    • Detrending Objects Utilities
    • BaseDetrend
      • BaseDetrend.detrend()
      • BaseDetrend.fit()
      • BaseDetrend.fitted
      • BaseDetrend.retrend()
    • LoessDetrend
      • LoessDetrend.group
      • LoessDetrend.kind
      • LoessDetrend.d
      • LoessDetrend.f
      • LoessDetrend.niter
      • LoessDetrend.weights
      • LoessDetrend.skipna
      • LoessDetrend.mult_skip_zeros
    • MeanDetrend
    • NoDetrend
    • PolyDetrend
      • PolyDetrend.group
      • PolyDetrend.kind
      • PolyDetrend.degree
      • PolyDetrend.preserve_mean
      • PolyDetrend.mult_skip_zeros
    • RollingMeanDetrend
      • RollingMeanDetrend.group
      • RollingMeanDetrend.kind
      • RollingMeanDetrend.win
      • RollingMeanDetrend.weights
      • RollingMeanDetrend.min_periods
      • RollingMeanDetrend.mult_skip_zeros
  • xsdba.formatting module
    • Formatting Utilities
    • gen_call_string()
    • merge_attributes()
    • update_history()
    • update_xsdba_history()
  • xsdba.loess module
    • LOESS Smoothing Submodule
    • loess_smoothing()
  • xsdba.measures module
    • Measures Submodule
    • StatisticalMeasure
      • StatisticalMeasure.realm
    • StatisticalPropertyMeasure
      • StatisticalPropertyMeasure.allowed_groups
      • StatisticalPropertyMeasure.aspect
      • StatisticalPropertyMeasure.realm
  • xsdba.nbutils module
    • Numba-accelerated Utilities
    • quantile()
    • remove_NaNs()
    • vecquantiles()
  • xsdba.options module
    • Options Management for xsdba
    • set_options
      • set_options.extra_output
  • xsdba.processing module
    • Pre- and Post-Processing Submodule
    • adapt_freq()
    • escore()
    • from_additive_space()
    • grouped_time_indexes()
    • jitter()
    • jitter_over_thresh()
    • jitter_under_thresh()
    • normalize()
    • reordering()
    • spectral_filter()
    • stack_variables()
    • standardize()
    • to_additive_space()
    • uniform_noise_like()
    • unstack_variables()
    • unstandardize()
  • xsdba.properties module
    • Properties Submodule
    • StatisticalProperty
      • StatisticalProperty.allowed_groups
      • StatisticalProperty.aspect
      • StatisticalProperty.get_measure()
      • StatisticalProperty.measure
      • StatisticalProperty.realm
    • first_eof()
  • xsdba.typing module
    • Typing Utilities
    • DateStr
    • DayOfYearStr
    • InputKind
      • InputKind.BOOL
      • InputKind.DATASET
      • InputKind.DATE
      • InputKind.DAY_OF_YEAR
      • InputKind.DICT
      • InputKind.FREQ_STR
      • InputKind.KWARGS
      • InputKind.NUMBER
      • InputKind.NUMBER_SEQUENCE
      • InputKind.OPTIONAL_VARIABLE
      • InputKind.OTHER_PARAMETER
      • InputKind.QUANTIFIED
      • InputKind.STRING
      • InputKind.VARIABLE
    • Quantified
  • xsdba.units module
    • Units Handling Submodule
    • convert_units_to()
    • harmonize_units()
    • infer_sampling_units()
    • pint2cfattrs()
    • pint_multiply()
    • str2pint()
    • units2pint()
    • units2str()
  • xsdba.utils module
    • Testing Utilities for xsdba
    • add_cyclic_bounds()
    • apply_correction()
    • best_pc_orientation_full()
    • best_pc_orientation_simple()
    • bin_width_estimator()
    • broadcast()
    • copy_all_attrs()
    • ecdf()
    • ensure_longest_doy()
    • eps_cholesky()
    • equally_spaced_nodes()
    • get_clusters()
    • get_clusters_1d()
    • get_correction()
    • histogram()
    • interp_on_quantiles()
    • invert()
    • map_cdf()
    • map_cdf_1d()
    • optimal_transport()
    • pc_matrix()
    • rand_rot_matrix()
    • random_tiebreak()
    • rank()
    • sort_along_dim()
  • xsdba.xsdba module