markov-null-design
CommunityDesign Markov Null Models for TDA Permutation Pipeline
Data & Analytics#trajectory analysis#pipeline automation#Markov model#TDA permutation test#null model design
Authorstephendor
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill helps in designing and scaffolding Markov null models for the trajectory TDA permutation pipeline, ensuring explicit Markov order and automating the permutation test call and result logging.
Core Features & Use Cases
- Markov Null Model Design: Generates Markov null models with explicit Markov order.
- Permutation Test Automation: Automates the
permutation_test_trajectoriescall. - Result Logging: Provides a stub for logging results and a reminder to log seeds.
- Use Case: For a researcher looking to create a Markov null model with order 2 for a trajectory TDA permutation test, this Skill can be used to generate the necessary model and automation calls.
Quick Start
Run /markov-null-design markov 2 to scaffold a Markov-2 null model.
Dependency Matrix
Required Modules
None requiredComponents
scripts
💻 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: markov-null-design Download link: https://github.com/stephendor/TDL/archive/main.zip#markov-null-design Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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