Topological Connectivity Analysis for Numeric Data

Documentation for package ‘topologyR’ version 0.2.0

analyze_topology_factors	Analyze topology characteristics for different IQR factors
bitopology_invariants	Compute bitopological invariants from forward and backward topologies
calculate_thresholds	Calculate multiple threshold methods for topology analysis
calculate_topology	Calculate topology base size for a given threshold
complete_topology	Create a complete-graph topology from data
generate_alexandrov_topology	Generate the Alexandrov topology from a directed visibility graph
generate_bitopology	Generate a bitopological analysis from a time series
generate_topology	Generate a topology from a graph's neighborhood structure
horizontal_visibility_graph	Construct the Horizontal Visibility Graph of a time series
is_topology_connected	Check if a topology is connected using undirected graph approach
is_topology_connected2	Check if a topology is connected using directed graph approach
is_topology_connected_exact	Check topological connectivity of an existing topology
is_topology_connected_manual	Check if all elements are covered by the topology
natural_visibility_graph	Construct the Natural Visibility Graph of a time series
simplest_topology	Create the discrete topology (completely disconnected)
visualize_topology_thresholds	Visualize and compare different threshold methods