largest-eigenval
CommunityOptimize eigenvalue computation for small matrices.
AuthorZurybr
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill addresses the challenge of efficiently computing the largest eigenvalue of small, dense matrices, focusing on reducing Python wrapper overhead for performance gains.
Core Features & Use Cases
- Performance Optimization: Provides strategies to speed up eigenvalue calculations for matrices typically between 2x2 and 10x10.
- Decision Guidance: Offers a decision tree to select the best approach based on matrix size and characteristics.
- Use Case: When integrating numerical linear algebra routines into performance-critical Python applications involving small matrices, this skill guides you to optimize LAPACK calls via Cython.
Quick Start
Use the largest-eigenval skill to find the largest eigenvalue of the provided 5x5 matrix.
Dependency Matrix
Required Modules
None requiredComponents
references
💻 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: largest-eigenval Download link: https://github.com/Zurybr/lefarma-skills/archive/main.zip#largest-eigenval Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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