Index

A

adjacency_matrix() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) agg (ts2net.config.SamplingConfig attribute)

aggregate_stats() (in module ts2net.factory) as_networkx() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method)

B

batch_transform() (in module ts2net.core) bsts (ts2net.config.PipelineConfig attribute) BSTSConfig (class in ts2net.config) BSTSSpec (class in ts2net.bsts) build() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method)

build_graph_from_config() (in module ts2net.factory) build_network() (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)

C

cluster_series_by_features() (in module ts2net.multivariate) compare_network_features() (in module ts2net.multivariate) compute_network_features() (in module ts2net.multivariate) coupling_strength() (in module ts2net.multivariate) create_graph_builder() (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_visibility_graph() (in module ts2net.multivariate)

D

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

directed (ts2net.config.HVGConfig attribute) directed_3node_motifs() (in module ts2net.core) draw_tsgraph() (in module ts2net.viz)

E

edges (ts2net.api.HVG property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) edges_coo() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) 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) epsilon (ts2net.config.RecurrenceConfig attribute) error_path (ts2net.config.LoggingConfig attribute)

F

features() (in module ts2net.bsts) FeaturesResult (class in ts2net.bsts) fit() (ts2net.api.HVG method) (ts2net.api.NVG method) fit_transform() (ts2net.api.HVG method) (ts2net.api.NVG method)

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

G

get_params() (ts2net.core.SKMixin method) graph (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1]

graph_summary() (in module ts2net.core) graphs (ts2net.config.PipelineConfig attribute) GraphsConfig (class in ts2net.config)

H

HVG (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)

J

joint_recurrence_network() (in module ts2net.multivariate)

K

k (ts2net.config.RecurrenceConfig attribute)

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

L

level (ts2net.bsts.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) limit (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute)

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

M

m (ts2net.config.RecurrenceConfig attribute) max_edges (ts2net.config.NVGConfig attribute) max_edges_per_node (ts2net.config.NVGConfig attribute) max_memory_mb (ts2net.config.NVGConfig attribute) max_points (ts2net.config.BSTSConfig attribute) meta (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1] metric (ts2net.config.RecurrenceConfig attribute) mode (ts2net.config.OutputConfig attribute) module ts2net.api ts2net.bsts ts2net.config ts2net.core ts2net.core.spatial 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)

N

n_edges (ts2net.api.HVG property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) n_nodes (ts2net.api.HVG property) (ts2net.api.NVG property) (ts2net.api.RecurrenceNetwork property) (ts2net.api.TransitionNetwork property) 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) njit() (in module ts2net.core) NVG (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) order (ts2net.config.TransitionConfig attribute) out_degree_sequence() (ts2net.api.HVG method)

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

P

partition_mode (ts2net.config.TransitionConfig attribute) path (ts2net.config.DatasetConfig attribute) (ts2net.config.OutputConfig attribute) PipelineConfig (class in ts2net.config) plot_degree_ccdf() (in module ts2net.viz) plot_degree_profile() (in module ts2net.viz) plot_hvg_small() (in module ts2net.viz)

plot_method_comparison() (in module ts2net.viz) plot_recurrence_matrix() (in module ts2net.viz) plot_series_with_events() (in module ts2net.viz) plot_timeseries_network() (in module ts2net.viz) plot_window_feature_map() (in module ts2net.viz) plot_windowed_networks() (in module ts2net.viz) pos (ts2net.viz.graph.TSGraph attribute), [1] (ts2net.viz.TSGraph attribute), [1]

R

radius_weights() (in module ts2net.core.spatial) raw_stats (ts2net.bsts.FeaturesResult attribute), [1] recurrence (ts2net.config.GraphsConfig attribute) RecurrenceConfig (class in ts2net.config) RecurrenceNetwork (class in ts2net.api)

resample (ts2net.config.SamplingConfig attribute) residual_network_stats (ts2net.bsts.FeaturesResult attribute), [1] robust (ts2net.bsts.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) rule (ts2net.config.RecurrenceConfig attribute)

S

sampling (ts2net.config.PipelineConfig attribute) SamplingConfig (class in ts2net.config) seasonal_periods (ts2net.bsts.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) set_params() (ts2net.core.SKMixin method) size (ts2net.config.WindowsConfig attribute) SKMixin (class in ts2net.core) small_world_summary() (in module ts2net.core) standardize_residual (ts2net.bsts.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute)

start (ts2net.config.DatasetConfig attribute) stats() (ts2net.api.HVG method) (ts2net.api.NVG method) (ts2net.api.RecurrenceNetwork method) (ts2net.api.TransitionNetwork method) step (ts2net.config.WindowsConfig attribute) structural_stats (ts2net.bsts.FeaturesResult attribute), [1] symbolizer (ts2net.config.TransitionConfig attribute)

T

tau (ts2net.config.RecurrenceConfig attribute) temporal_cnn_embeddings() (in module ts2net.temporal_cnn) test_significance() (ts2net.api.HVG method) (ts2net.api.NVG method) time_col (ts2net.config.DatasetConfig attribute) to_dict() (ts2net.config.PipelineConfig method) transform() (ts2net.api.HVG method) (ts2net.api.NVG method) transition (ts2net.config.GraphsConfig attribute) TransitionConfig (class in ts2net.config) TransitionNetwork (class in ts2net.api) trend (ts2net.bsts.BSTSSpec attribute) (ts2net.config.BSTSConfig attribute) triangle_count() (in module ts2net.core) ts2net.api module ts2net.bsts module ts2net.config module ts2net.core module ts2net.core.spatial 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 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) TSGraph (class in ts2net.viz) (class in ts2net.viz.graph) tz (ts2net.config.DatasetConfig attribute)

U

undirected_4node_motifs() (in module ts2net.core)

V

value_col (ts2net.config.DatasetConfig attribute)

W

wedge_count() (in module ts2net.core) weight_mode (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute) weighted (ts2net.config.HVGConfig attribute) (ts2net.config.NVGConfig attribute)

window (ts2net.config.BSTSConfig attribute) windows (ts2net.config.PipelineConfig attribute) WindowsConfig (class in ts2net.config)