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ix-topo

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Topologically analyze point cloud data for features and Betti numbers.

Software Engineering#topology#point cloud#topological analysis#persistence homology#3D data
AuthorGuitarAlchemist
Version1.0.0
Installs0

System Documentation

What problem does it solve?

The ix-topo Skill unit addresses the challenge of performing complex topological data analysis on point cloud data.

Core Features & Use Cases

  • Persistent Homology: Detects birth-death pairs across filtration radii, essential for understanding the shape and connectivity of data.
  • Betti Numbers: Calculates the Betti numbers for connected components, loops, and voids at specific scales, indicating topological changes.
  • Topological Features: Assists users in visualizing the underlying topological properties of data points.
  • Use Case: Users who work with 3D point cloud data can utilize ix-topo to study the topology of shapes or to extract features for machine learning or other data science tasks.

Quick Start

Calculate the persistence homology of point cloud data from file 'example_cloud.pcl'.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 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: ix-topo
Download link: https://github.com/GuitarAlchemist/ix/archive/main.zip#ix-topo

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