tseda.decomposition namespace¶
Submodules¶
- tseda.decomposition.automatic_grouping_heuristic module
AutomaticGroupingHeuristicAutomaticGroupingHeuristic.eigenvaluesAutomaticGroupingHeuristic.pool_selection_methodAutomaticGroupingHeuristic.variance_thresholdAutomaticGroupingHeuristic.pair_similarity_toleranceAutomaticGroupingHeuristic.kneedle_min_distanceAutomaticGroupingHeuristic.min_signal_componentsAutomaticGroupingHeuristic.min_noise_componentsAutomaticGroupingHeuristic.explained_variance_ratiosAutomaticGroupingHeuristic.is_near_equal_pair()AutomaticGroupingHeuristic.has_seasonal_pair()AutomaticGroupingHeuristic.eligible_component_indices()AutomaticGroupingHeuristic.suggest_reconstruction()AutomaticGroupingHeuristic.suggest_next_expansion()AutomaticGroupingHeuristic.__init__()
- tseda.decomposition.ssa_decomposition module
SSADecompositionSSADecomposition.__init__()SSADecomposition.seasonality_check_heuristic()SSADecomposition.get_automatic_grouping_heuristic()SSADecomposition.suggest_reconstruction_groups()SSADecomposition.get_reconstructed_series()SSADecomposition.get_group_series()SSADecomposition.eigenplot()SSADecomposition.eigen_vector_plot()SSADecomposition.set_reconstruction()SSADecomposition.wcorr_plot()SSADecomposition.signal_reconstruction_plot()SSADecomposition.loess_smother()SSADecomposition.change_point_plot()SSADecomposition.explained_variance_by_group()SSADecomposition.explained_variance_trend()SSADecomposition.explained_variance_seasonality()SSADecomposition.explained_variance_noise()
- tseda.decomposition.ssa_result_summary module