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tda-graph-network-analysis

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Analyze complex networks and graphs in TDL with precision.

Data & Analytics#data science#network analysis#topology#graph visualization#graph metrics
Authorstephendor
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill addresses the challenge of constructing and analyzing complex networks and graphs, such as Mapper graphs, employment-state transition graphs, and social networks within the TDL environment.

Core Features & Use Cases

  • Graph Construction: Supports construction of various graph types tailored to scientific analysis.
  • Semantic Definition: Offers detailed definitions for node and edge semantics.
  • Metrics Computation: Calculates relevant graph metrics for specific scientific questions.
  • Visualization: Allows for visualization of graphs with specified layout algorithms and seeds.
  • Integration with Other Skills: Facilitates integration with related skills like tda-representation-diagnostics for embedding dependencies and tda-visualisation-and-diagramming for graph figures.

Quick Start

To analyze a graph using the tda-graph-network-analysis skill, run the following command: Use the tda-graph-network-analysis skill to analyze the Mapper graph constructed from the UMAP embedding of 'data.csv'.

Dependency Matrix

Required Modules

networkxtorch_geometric

Components

scriptsreferencesassets

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: tda-graph-network-analysis
Download link: https://github.com/stephendor/TDL/archive/main.zip#tda-graph-network-analysis

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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