tseda.decomposition namespace

Submodules

• tseda.decomposition.automatic_grouping_heuristic module
  • AutomaticGroupingHeuristic
    • AutomaticGroupingHeuristic.eigenvalues
    • AutomaticGroupingHeuristic.pool_selection_method
    • AutomaticGroupingHeuristic.variance_threshold
    • AutomaticGroupingHeuristic.pair_similarity_tolerance
    • AutomaticGroupingHeuristic.kneedle_min_distance
    • AutomaticGroupingHeuristic.min_signal_components
    • AutomaticGroupingHeuristic.min_noise_components
    • AutomaticGroupingHeuristic.explained_variance_ratios
    • AutomaticGroupingHeuristic.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
  • SSADecomposition
    • SSADecomposition.__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
  • SSAResultSummary
    • SSAResultSummary.__init__()
    • SSAResultSummary.formulas()
    • SSAResultSummary.plot_variance_explained()
    • SSAResultSummary.plot_noise_variance()
    • SSAResultSummary.build_observation_text()