ix-optimize
OfficialOptimize functions efficiently with state-of-the-art algorithms.
Software Engineering#algorithm#optimization#machine learning#hyperparameter tuning#function optimization
AuthorGuitarAlchemist
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The ix-optimize skill solves the problem of optimizing complex functions using robust and efficient algorithms.
Core Features & Use Cases
- Function Optimization: Offers methods for minimizing or maximizing complex functions.
- Algorithm Variety: Includes stochastic (e.g., PSO, SA) and deterministic (e.g., SGD, Adam) algorithms.
- Customization: Allows users to choose from various algorithms and specify parameters like dimensions, iterations, and function names.
- Use Case: Optimize a machine learning model's hyperparameters or find the best set of parameters for a complex simulation.
Quick Start
Optimize the function sphere with PSO in 10 dimensions and 100 iterations using the command: optimize --algo pso --function sphere --dim 10 --max-iter 100.
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: ix-optimize Download link: https://github.com/GuitarAlchemist/ix/archive/main.zip#ix-optimize Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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