optimaze 0.2.0

AI-powered optimization model tuning

Optimaze

AI-powered optimization model tuning. Automatically improves your Gurobi models.

Installation

pip install optimaze

Usage

optimaze optimize model.py --repo https://github.com/you/repo --key YOUR_KEY

What it does

1. Runs your optimization model
2. Analyzes solver logs
3. Commits parameter improvements to your repo
4. Repeats until no more improvements found

Typical speedup: 20-50%

Example

============================================================
  OPTIMAZE
  AI-powered optimization tuning
============================================================

Script:     /path/to/model.py
Repo:       https://github.com/you/repo

[Iteration 0] Running model...
  Runtime: 18.25s
  (baseline)

[Iteration 1] Running model...
  Runtime: 13.10s
  Improvement: 28.2% faster

RESULTS
----------------------------------------
Baseline:  18.25s
Best:      13.10s
Speedup:   +28.2%

To apply:
  git merge agent/optimize-sess_xxxxx

Requirements

• Python 3.10+
• Gurobi installed with valid license
• Git configured for your repo

Environment Variables

• OPTIMAZE_KEY: Your license key
• OPTIMAZE_SERVER: Custom server URL (optional)

License

MIT