Index

A

adaptive_recurrence_network() (in module ts2net) add_layer() (ts2net.MultiplexGraph method) add_note() (ts2net.NotBuiltError method) (ts2net.Ts2NetError method) (ts2net.ValidationError method) adjacency_matrix() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.Graph method) (ts2net.HVG method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method) adjust_confounders (ts2net.CausalWorkflowSpec attribute) adjusted (ts2net.CausalAnalysisResult attribute) agg (ts2net.config.SamplingConfig attribute) aggregate_adjacency() (ts2net.MultiplexGraph method) aggregate_stats() (in module ts2net.factory) alpha (ts2net.CausalAnalysisResult attribute) (ts2net.CausalWorkflowSpec attribute) (ts2net.FCIResult attribute) (ts2net.PCResult attribute) (ts2net.SINDySpec attribute)

anomalies (ts2net.DynamicAnalysisResult attribute) anomalous_windows() (ts2net.DynamicAnalysisResult method) anomaly (ts2net.NodeRoleSummary attribute) append() (ts2net.IncrementalHVG method) AppendResult (class in ts2net) approximate_knn_network() (in module ts2net) approximate_knn_panel() (in module ts2net) args (ts2net.NotBuiltError attribute) (ts2net.Ts2NetError attribute) (ts2net.ValidationError attribute) as_networkx (ts2net.DynamicWorkflowSpec attribute) as_networkx() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.Graph method) (ts2net.HVG method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method) assumptions (ts2net.DecisionPackage attribute) attribution (ts2net.DynamicAnalysisResult attribute)

B

backend (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) (ts2net.config.RecurrenceConfig attribute) (ts2net.config.TransitionConfig attribute) (ts2net.SINDySpec attribute) backend_used (ts2net.SINDyResult attribute) batch_transform() (in module ts2net.core) betweenness (ts2net.NodeRoleSummary attribute) bins (ts2net.CausalWorkflowSpec attribute) bootstrap_ci (ts2net.CausalWorkflowSpec attribute) bsts (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) BSTSConfig (class in ts2net.config) BSTSSpec (class in ts2net) (class in ts2net.bsts) build() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.HVG method) (ts2net.NetworkBuilder method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method)

build_decision_package() (in module ts2net) build_dynamic_change_report() (in module ts2net) build_graph_from_config() (in module ts2net) (in module ts2net.factory) build_graph_report() (in module ts2net) build_network() (in module ts2net) (in module ts2net.api) build_ordinal_partition_graph() (in module ts2net.viz) (in module ts2net.viz.graph) build_recurrence_graph() (in module ts2net.viz) (in module ts2net.viz.graph) build_visibility_graph() (in module ts2net.viz) (in module ts2net.viz.graph) build_windows() (in module ts2net) build_windows_streaming() (in module ts2net) builder_kwargs (ts2net.DynamicWorkflowSpec attribute) (ts2net.RollingGraphSequence attribute)

C

causal_network_metrics() (in module ts2net) causal_result (ts2net.DecisionPackage attribute) causal_strength() (in module ts2net) CausalAnalysisResult (class in ts2net) CausalWorkflowSpec (class in ts2net) changes (ts2net.DecisionPackage attribute) churn (ts2net.DynamicAnalysisResult attribute) churn() (ts2net.RollingGraphSequence method) cluster_series_by_features() (in module ts2net.multivariate) coarse_grain() (in module ts2net) coefficients (ts2net.SINDyResult attribute) communities (ts2net.DynamicAnalysisResult attribute) community_labels() (in module ts2net) compare_feature_sets() (in module ts2net) compare_network_features() (in module ts2net.multivariate)

compute_network_features() (in module ts2net.multivariate) conditional_transfer_entropy() (in module ts2net) confidence (ts2net.DecisionPackage attribute) correlation_matrix() (in module ts2net) correlation_network() (in module ts2net) coupling_strength() (in module ts2net.multivariate) cpdag (ts2net.PCResult attribute) create_graph_builder() (in module ts2net) (in module ts2net.factory) create_hvg_builder() (in module ts2net.factory) create_nvg_builder() (in module ts2net.factory) create_recurrence_builder() (in module ts2net.factory) create_transition_builder() (in module ts2net.factory) cross_recurrence_network() (in module ts2net) cross_visibility_graph() (in module ts2net.multivariate)

D

dataset (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) DatasetConfig (class in ts2net.config) DecisionPackage (class in ts2net) decompose() (in module ts2net) (in module ts2net.bsts) degree (ts2net.NodeRoleSummary attribute) degree_sequence() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.Graph method) (ts2net.HVG method) (ts2net.NetworkBuilder method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method)

detect_regime_changes() (in module ts2net) differentiation_order (ts2net.SINDySpec attribute) directed (ts2net.config.HVGConfig attribute) (ts2net.Graph attribute), [1] (ts2net.IncrementalHVG attribute) directed_3node_motifs() (in module ts2net.core) directed_visibility_analysis() (in module ts2net) directionality_index() (in module ts2net) dist_matrix_normalize() (in module ts2net.distances) dist_percentile() (in module ts2net.distances) draw_tsgraph() (in module ts2net.viz) dynamic_report (ts2net.DecisionPackage attribute) DynamicAnalysisResult (class in ts2net) DynamicChangeReport (class in ts2net) DynamicWorkflowSpec (class in ts2net)

E

edge_birth_death() (in module ts2net) edge_explanations (ts2net.GraphReport attribute) edge_persistence() (in module ts2net) edge_transition_anomalies() (in module ts2net) EdgeExplanation (class in ts2net) edges (ts2net.api.HVG property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) (ts2net.CausalAnalysisResult attribute) (ts2net.Graph attribute), [1] (ts2net.HVG property) (ts2net.NVG property) (ts2net.RecurrenceNetwork property) (ts2net.TransitionNetwork property) edges_coo() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.Graph method) (ts2net.HVG method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method)

edges_in_layers() (ts2net.MultiplexGraph method) edges_to_csr() (in module ts2net) embed() (in module ts2net.core) enabled (ts2net.config.BSTSConfig attribute) (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) (ts2net.config.RecurrenceConfig attribute) (ts2net.config.TransitionConfig attribute) (ts2net.config.WindowsConfig attribute) end (ts2net.config.DatasetConfig attribute) entropy_max_symbolize() (in module ts2net) epsilon (ts2net.config.RecurrenceConfig attribute) equations() (ts2net.SINDyResult method) error_path (ts2net.config.LoggingConfig attribute) estimate_window_job_memory_mb() (in module ts2net) event_sequence_network() (in module ts2net) event_sync_network() (in module ts2net) evidence (ts2net.DecisionPackage attribute) explain_edge_from_graph() (in module ts2net) explain_edges_from_causal() (in module ts2net)

F

fci_algorithm() (in module ts2net) fci_timeseries_network() (in module ts2net) FCIResult (class in ts2net) feature_names (ts2net.SINDyResult attribute) features() (in module ts2net) (in module ts2net.bsts) features_to_dataframe() (in module ts2net) FeaturesResult (class in ts2net.bsts) fit() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.HVG method) (ts2net.MultiscaleGraphs method) (ts2net.NetworkBuilder method) (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.RollingNetworkFeatureExtractor method) (ts2net.TransitionNetwork method) fit_sindy() (in module ts2net) fit_transform() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.HVG method) (ts2net.MultiscaleGraphs method) (ts2net.NetworkBuilder method) (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.RollingNetworkFeatureExtractor method) (ts2net.TransitionNetwork method)

format (ts2net.config.OutputConfig attribute) forward_backward_ratio (ts2net.VisibilityAsymmetryResult attribute) frequency (ts2net.config.SamplingConfig attribute) from_dict() (ts2net.config.GraphsConfig class method) (ts2net.config.PipelineConfig class method) (ts2net.PipelineConfig class method) from_pandas() (in module ts2net) (in module ts2net.io_adapters) from_polars() (in module ts2net) (in module ts2net.io_adapters) from_series() (ts2net.IncrementalHVG class method) (ts2net.RollingGraphSequence class method) from_yaml() (ts2net.config.PipelineConfig class method) (ts2net.PipelineConfig class method)

G

get_feature_names_out() (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.RollingNetworkFeatureExtractor method) get_metadata_routing() (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.RollingNetworkFeatureExtractor method) get_params() (ts2net.core.SKMixin method) (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.RollingNetworkFeatureExtractor method) get_performance_contract() (in module ts2net) granger_causality() (in module ts2net) granger_causality_network() (in module ts2net) granger_method (ts2net.CausalWorkflowSpec attribute)

Graph (class in ts2net) graph (ts2net.CausalAnalysisResult attribute) (ts2net.VisibilityAsymmetryResult attribute) (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1] graph_churn() (in module ts2net) graph_report (ts2net.DecisionPackage attribute) graph_summary() (in module ts2net) (in module ts2net.core) GraphReport (class in ts2net) graphs (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) graphs_nx (ts2net.RollingGraphSequence attribute) GraphsConfig (class in ts2net.config)

H

has_pynndescent() (in module ts2net) HVG (class in ts2net) (class in ts2net.api)

hvg (ts2net.config.GraphsConfig attribute) HVGConfig (class in ts2net.config)

I

id_col (ts2net.config.DatasetConfig attribute) in_degree_sequence() (ts2net.api.HVG method) (ts2net.Graph method) (ts2net.HVG method) in_degrees (ts2net.VisibilityAsymmetryResult attribute) IncrementalHVG (class in ts2net)

index (ts2net.AppendResult attribute) instability_notes (ts2net.GraphReport attribute) irreversibility_score (ts2net.VisibilityAsymmetryResult attribute) iter_arrow_value_chunks() (in module ts2net) iter_parquet_value_chunks() (in module ts2net) iter_series_chunks() (in module ts2net) iter_windows() (in module ts2net)

J

joint_recurrence_network() (in module ts2net.multivariate)

K

k (ts2net.config.RecurrenceConfig attribute)

knn_weights() (in module ts2net.core.spatial)

L

lag (ts2net.EdgeExplanation attribute) lag_by_pair (ts2net.CausalAnalysisResult attribute) lag_search (ts2net.CausalWorkflowSpec attribute) layer_names() (ts2net.MultiplexGraph method) layers (ts2net.MultiplexGraph attribute) level (ts2net.bsts.BSTSSpec attribute) (ts2net.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) limit (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) (ts2net.IncrementalHVG attribute)

list_performance_contracts() (in module ts2net) load_series_from_parquet_polars() (in module ts2net) (in module ts2net.io_polars) log_errors (ts2net.config.LoggingConfig attribute) logging (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) LoggingConfig (class in ts2net.config)

M

m (ts2net.config.RecurrenceConfig attribute) matrix (ts2net.CausalAnalysisResult attribute) max_edges (ts2net.config.NVGConfig attribute) max_edges_per_node (ts2net.config.NVGConfig attribute) max_lag (ts2net.CausalWorkflowSpec attribute) max_memory_mb (ts2net.config.NVGConfig attribute) max_points (ts2net.config.BSTSConfig attribute) memory_complexity (ts2net.PerformanceContract attribute) meta (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1] metadata (ts2net.FCIResult attribute) (ts2net.PCResult attribute) (ts2net.VisibilityAsymmetryResult attribute) method (ts2net.CausalAnalysisResult attribute) (ts2net.CausalWorkflowSpec attribute) (ts2net.DynamicAnalysisResult attribute) (ts2net.DynamicWorkflowSpec attribute) (ts2net.EdgeExplanation attribute) (ts2net.FCIResult attribute) (ts2net.PCResult attribute) (ts2net.PerformanceContract attribute) (ts2net.Provenance attribute) (ts2net.RollingGraphSequence attribute) (ts2net.VisibilityAsymmetryResult attribute)

metric (ts2net.config.RecurrenceConfig attribute) metrics (ts2net.CausalAnalysisResult attribute) mode (ts2net.config.OutputConfig attribute) model (ts2net.SINDyResult attribute) module ts2net ts2net.api ts2net.bsts ts2net.config ts2net.core ts2net.core.spatial ts2net.distances ts2net.factory ts2net.io_adapters ts2net.io_polars ts2net.multivariate ts2net.temporal_cnn ts2net.viz ts2net.viz.graph motif_counts() (in module ts2net.core) motif_summary() (in module ts2net.core) multiplex_graph() (in module ts2net) multiplex_visibility_graph() (in module ts2net) MultiplexGraph (class in ts2net) MultiscaleGraphs (class in ts2net)

N

n_bootstrap (ts2net.CausalWorkflowSpec attribute) n_edges (ts2net.api.HVG property) (ts2net.api.NetworkBuilder property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) (ts2net.AppendResult attribute) (ts2net.Graph property) (ts2net.HVG property) (ts2net.IncrementalHVG property) (ts2net.NetworkBuilder property) (ts2net.NVG property) (ts2net.RecurrenceNetwork property) (ts2net.TransitionNetwork property) n_jobs (ts2net.CausalWorkflowSpec attribute) n_nodes (ts2net.api.HVG property) (ts2net.api.NetworkBuilder property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) (ts2net.AppendResult attribute) (ts2net.Graph attribute), [1] (ts2net.HVG property) (ts2net.IncrementalHVG property) (ts2net.MultiplexGraph attribute) (ts2net.NetworkBuilder property) (ts2net.NVG property) (ts2net.RecurrenceNetwork property) (ts2net.TransitionNetwork property) n_obs (ts2net.FCIResult attribute) (ts2net.PCResult attribute) n_permutations (ts2net.CausalWorkflowSpec attribute) n_points (ts2net.Provenance attribute)

n_series (ts2net.Provenance attribute) n_states (ts2net.config.TransitionConfig attribute) name (ts2net.config.DatasetConfig attribute) net_enn() (in module ts2net.multivariate) net_enn_approx() (in module ts2net.multivariate) net_knn() (in module ts2net.multivariate) net_knn_approx() (in module ts2net.multivariate) net_weighted() (in module ts2net.multivariate) network_comparison_metrics() (in module ts2net.multivariate) network_metrics() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.Graph method) (ts2net.HVG method) (ts2net.NVG method) NetworkBuilder (class in ts2net) (class in ts2net.api) NetworkFeatureExtractor (class in ts2net) NetworkFeatureSelector (class in ts2net) new_edges (ts2net.AppendResult attribute) next_actions (ts2net.DecisionPackage attribute) njit() (in module ts2net.core) node (ts2net.NodeRoleSummary attribute) node_asymmetry (ts2net.VisibilityAsymmetryResult attribute) node_role_evolution() (in module ts2net) node_roles() (in module ts2net) node_summaries (ts2net.GraphReport attribute) NodeRoleSummary (class in ts2net) NotBuiltError notes (ts2net.NodeRoleSummary attribute) (ts2net.PerformanceContract attribute) NVG (class in ts2net) (class in ts2net.api) nvg (ts2net.config.GraphsConfig attribute) NVGConfig (class in ts2net.config)

O

optimal_dim() (in module ts2net.viz) (in module ts2net.viz.graph) optimal_lag() (in module ts2net.viz) (in module ts2net.viz.graph) optimizer (ts2net.SINDySpec attribute) order (ts2net.config.TransitionConfig attribute) out_degree_sequence() (ts2net.api.HVG method) (ts2net.Graph method) (ts2net.HVG method) out_degrees (ts2net.VisibilityAsymmetryResult attribute)

output (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) (ts2net.config.PipelineConfig attribute) (ts2net.config.RecurrenceConfig attribute) (ts2net.config.TransitionConfig attribute) (ts2net.DynamicWorkflowSpec attribute) (ts2net.PipelineConfig attribute) (ts2net.RollingGraphSequence attribute) OutputConfig (class in ts2net.config) overwrite (ts2net.config.OutputConfig attribute)

P

p_value (ts2net.EdgeExplanation attribute) pag (ts2net.FCIResult attribute) parameters (ts2net.EdgeExplanation attribute) (ts2net.Provenance attribute) partial_correlation_matrix() (in module ts2net) partial_correlation_network() (in module ts2net) partition_mode (ts2net.config.TransitionConfig attribute) path (ts2net.config.DatasetConfig attribute) (ts2net.config.OutputConfig attribute) pc_algorithm() (in module ts2net) pc_timeseries_network() (in module ts2net) PCResult (class in ts2net) PerformanceContract (class in ts2net) persistence (ts2net.DynamicAnalysisResult attribute) persistence() (ts2net.RollingGraphSequence method) PipelineConfig (class in ts2net) (class in ts2net.config) plot_degree_ccdf() (in module ts2net) (in module ts2net.viz)

plot_degree_profile() (in module ts2net) (in module ts2net.viz) plot_hvg_small() (in module ts2net) (in module ts2net.viz) plot_method_comparison() (in module ts2net) (in module ts2net.viz) plot_recurrence_matrix() (in module ts2net) (in module ts2net.viz) plot_series_with_events() (in module ts2net) (in module ts2net.viz) plot_timeseries_network() (in module ts2net.viz) plot_window_feature_map() (in module ts2net) (in module ts2net.viz) plot_windowed_networks() (in module ts2net.viz) polynomial_degree (ts2net.SINDySpec attribute) pos (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1] Provenance (class in ts2net) provenance (ts2net.GraphReport attribute)

R

radius_weights() (in module ts2net.core.spatial) raw_stats (ts2net.bsts.FeaturesResult attribute), [1] reason (ts2net.EdgeExplanation attribute) recommended_output (ts2net.PerformanceContract attribute) recurrence (ts2net.config.GraphsConfig attribute) recurrence_matrix() (in module ts2net) recurrence_quantification() (in module ts2net) RecurrenceConfig (class in ts2net.config) RecurrenceNetwork (class in ts2net) (class in ts2net.api) regime (ts2net.DynamicAnalysisResult attribute) regime_method (ts2net.DynamicWorkflowSpec attribute) regime_metric (ts2net.DynamicWorkflowSpec attribute) regime_threshold (ts2net.DynamicWorkflowSpec attribute)

resample (ts2net.config.SamplingConfig attribute) residual_network_stats (ts2net.bsts.FeaturesResult attribute), [1] result (ts2net.DynamicChangeReport attribute) robust (ts2net.bsts.BSTSSpec attribute) (ts2net.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) role (ts2net.NodeRoleSummary attribute) roles (ts2net.DynamicAnalysisResult attribute) rolling_correlation_matrix() (in module ts2net) rolling_correlation_network() (in module ts2net) RollingGraphSequence (class in ts2net) RollingNetworkFeatureExtractor (class in ts2net) rule (ts2net.config.RecurrenceConfig attribute) run_causal_analysis() (in module ts2net) run_dynamic_analysis() (in module ts2net)

S

sampling (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) SamplingConfig (class in ts2net.config) sax_symbolize() (in module ts2net) sax_transition_network() (in module ts2net) scale_signature() (ts2net.MultiscaleGraphs method) search_granger_lag() (in module ts2net) search_te_lag() (in module ts2net) seasonal_periods (ts2net.bsts.BSTSSpec attribute) (ts2net.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) separating_sets (ts2net.FCIResult attribute) (ts2net.PCResult attribute) sequence (ts2net.DynamicAnalysisResult attribute) series_names (ts2net.CausalAnalysisResult attribute) (ts2net.CausalWorkflowSpec attribute) set_output() (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.RollingNetworkFeatureExtractor method) set_params() (ts2net.core.SKMixin method) (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.RollingNetworkFeatureExtractor method) should_use_approximate() (in module ts2net) significant (ts2net.EdgeExplanation attribute) significant_edges() (ts2net.CausalAnalysisResult method) similarity_matrix() (in module ts2net) similarity_network() (in module ts2net) simulate() (ts2net.SINDyResult method) sindy_coupling_network() (in module ts2net) sindy_jacobian_network() (in module ts2net) SINDyResult (class in ts2net) SINDySpec (class in ts2net) size (ts2net.config.WindowsConfig attribute) skeleton (ts2net.FCIResult attribute) (ts2net.PCResult attribute) SKMixin (class in ts2net.core) small_world_summary() (in module ts2net.core)

source (ts2net.EdgeExplanation attribute) spec (ts2net.SINDyResult attribute) standardize_residual (ts2net.bsts.BSTSSpec attribute) (ts2net.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) start (ts2net.config.DatasetConfig attribute) stat_series() (ts2net.RollingGraphSequence method) state_names (ts2net.SINDyResult attribute) statistical_baseline_features() (in module ts2net) stats (ts2net.RollingGraphSequence attribute) (ts2net.VisibilityAsymmetryResult attribute) stats() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.HVG method) (ts2net.IncrementalHVG method) (ts2net.MultiscaleGraphs method) (ts2net.NetworkBuilder method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.TransitionNetwork method) step (ts2net.config.WindowsConfig attribute) (ts2net.DynamicAnalysisResult attribute) (ts2net.DynamicWorkflowSpec attribute) (ts2net.RollingGraphSequence attribute) stream_chunk_stats() (in module ts2net) structural_stats (ts2net.bsts.FeaturesResult attribute), [1] summary() (ts2net.CausalAnalysisResult method) (ts2net.DecisionPackage method) (ts2net.DynamicAnalysisResult method) (ts2net.DynamicChangeReport method) (ts2net.EdgeExplanation method) (ts2net.Graph method) (ts2net.GraphReport method) (ts2net.PerformanceContract method) (ts2net.VisibilityAsymmetryResult method) symbolizer (ts2net.config.TransitionConfig attribute)

T

t (ts2net.SINDyResult attribute) target (ts2net.EdgeExplanation attribute) tau (ts2net.config.RecurrenceConfig attribute) te_lags (ts2net.CausalWorkflowSpec attribute) te_threshold (ts2net.CausalWorkflowSpec attribute) temporal_asymmetry_index (ts2net.VisibilityAsymmetryResult attribute) temporal_cnn_embeddings() (in module ts2net) (in module ts2net.temporal_cnn) test_significance() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.HVG method) (ts2net.NVG method) threshold (ts2net.SINDySpec attribute) time_col (ts2net.config.DatasetConfig attribute) time_complexity (ts2net.PerformanceContract attribute) time_lagged_causality_network() (in module ts2net) title (ts2net.DecisionPackage attribute) (ts2net.DynamicChangeReport attribute) (ts2net.GraphReport attribute) to_dgl_graph() (in module ts2net) to_dict() (ts2net.config.PipelineConfig method) (ts2net.DecisionPackage method) (ts2net.GraphReport method) (ts2net.PipelineConfig method) to_graph() (ts2net.IncrementalHVG method) to_markdown() (ts2net.CausalAnalysisResult method) (ts2net.DecisionPackage method) (ts2net.DynamicAnalysisResult method) (ts2net.DynamicChangeReport method) (ts2net.GraphReport method) to_networkx() (ts2net.FCIResult method) (ts2net.PCResult method) to_pyg_data() (in module ts2net) to_sparse_csr() (in module ts2net) top_hubs (ts2net.GraphReport attribute) topology (ts2net.GraphReport attribute) track_communities() (in module ts2net) transfer_entropy() (in module ts2net) transfer_entropy_network() (in module ts2net) transform() (ts2net.api.HVG method) (ts2net.api.NetworkBuilder method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) (ts2net.HVG method) (ts2net.NetworkBuilder method) (ts2net.NetworkFeatureExtractor method) (ts2net.NetworkFeatureSelector method) (ts2net.NVG method) (ts2net.RecurrenceNetwork method) (ts2net.RollingNetworkFeatureExtractor method) (ts2net.TransitionNetwork method) transition (ts2net.config.GraphsConfig attribute)

transition_anomalies (ts2net.DynamicAnalysisResult attribute) TransitionConfig (class in ts2net.config) TransitionNetwork (class in ts2net) (class in ts2net.api) trend (ts2net.bsts.BSTSSpec attribute) (ts2net.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) triangle_count() (in module ts2net.core) ts2net module ts2net.api module ts2net.bsts module ts2net.config module ts2net.core module ts2net.core.spatial module ts2net.distances module ts2net.factory module ts2net.io_adapters module ts2net.io_polars module ts2net.multivariate module ts2net.temporal_cnn module ts2net.viz module ts2net.viz.graph module Ts2NetError ts_dist() (in module ts2net.multivariate) ts_dist_part() (in module ts2net.multivariate) ts_to_windows() (in module ts2net.multivariate) ts_to_windows_labeled() (in module ts2net.multivariate) ts_to_windows_list() (in module ts2net.multivariate) ts_window_stats() (in module ts2net.multivariate) tsdist_ccf() (in module ts2net.distances) tsdist_cor() (in module ts2net.distances) tsdist_dtw() (in module ts2net.distances) tsdist_mic() (in module ts2net.distances) tsdist_nmi() (in module ts2net.distances) tsdist_voi() (in module ts2net.distances) tsdist_vr() (in module ts2net.distances) TSGraph (class in ts2net.viz) (class in ts2net.viz.graph) tz (ts2net.config.DatasetConfig attribute)

U

undirected_4node_motifs() (in module ts2net.core)

V

ValidationError value (ts2net.AppendResult attribute) value_col (ts2net.config.DatasetConfig attribute) values (ts2net.IncrementalHVG property)

variable_names (ts2net.FCIResult attribute) (ts2net.PCResult attribute) visibility_irreversibility() (in module ts2net) VisibilityAsymmetryResult (class in ts2net)

W

wedge_count() (in module ts2net.core) weight (ts2net.EdgeExplanation attribute) weight_mode (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) weighted (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) (ts2net.Graph attribute), [1] (ts2net.IncrementalHVG attribute) window (ts2net.config.BSTSConfig attribute) (ts2net.DynamicAnalysisResult attribute) (ts2net.DynamicWorkflowSpec attribute) (ts2net.Provenance attribute) (ts2net.RollingGraphSequence attribute)

window_anomaly_scores() (in module ts2net) window_starts (ts2net.RollingGraphSequence attribute) windows (ts2net.config.PipelineConfig attribute) (ts2net.PipelineConfig attribute) WindowsConfig (class in ts2net.config) with_traceback() (ts2net.NotBuiltError method) (ts2net.Ts2NetError method) (ts2net.ValidationError method)