Topological Connectivity Analysis for Numeric Data
Create a topology with completely disconnected sets
Visualize and Compare Different Threshold Methods
Check if a topology is connected using directed graph approach
Calculate topology characteristics for different IQR factors
Calculate multiple threshold methods for topology analysis
Calculate topology base size for a given threshold
Create a complete topology from data points with neighborhood structur...
Check if a topology is connected using manual checking approach
Topology Analysis Functions for Time Series Data
Description: Implementation of topological data analysis methods based on graph-theoretic approaches for discovering topological structures in data. The core algorithm constructs topological spaces from graphs following Nada et al. (2018) <doi:10.1002/mma.4726> "New types of topological structures via graphs".
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