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topologyR (version 0.1.2)

Topological Connectivity Analysis for Numeric Data

Description

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) "New types of topological structures via graphs".

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install.packages('topologyR')

Monthly Downloads

176

Version

0.1.2

License

MIT + file LICENSE

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Maintainer

José Mauricio Gómez Julián

Last Published

January 22nd, 2026

Functions in topologyR (0.1.2)

complete_topology

Create a complete topology from data points with neighborhood structure
calculate_topology

Calculate topology base size for a given threshold
visualize_topology_thresholds

Visualize and Compare Different Threshold Methods
analyze_topology_factors

Calculate topology characteristics for different IQR factors
is_topology_connected_manual

Check if a topology is connected using manual checking approach
simplest_topology

Create a topology with completely disconnected sets
is_topology_connected2

Check if a topology is connected using directed graph approach
calculate_thresholds

Calculate multiple threshold methods for topology analysis
is_topology_connected

Topology Analysis Functions for Time Series Data