# optimagic-dev/optimagic - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 43.4 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 318
- **Description**: optimagic is a Python package for numerical optimization. It is a unified interface to optimizers from SciPy, NlOpt and other packages.  optimagic's minimize function works just like SciPy's, so you don't have to adjust your code. You simply get more optimizers for free. On top you get diagnostic tools, parallel numerical derivatives and more.

## Contributor Metrics
- **Time to First Response**: ~670.7 hours
- **External PR Merge Rate**: 5263.2%
- **First-Timer Success Rate**: 6000.0%
- **Maintainers Active**: 3

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~670.7 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/optimagic-dev/optimagic)