# helmholtz-analytics/heat - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 59.2 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Python
- **GitHub Stars**: 246
- **Description**: Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

## Contributor Metrics
- **Time to First Response**: ~18.9 hours
- **External PR Merge Rate**: 7636.4%
- **First-Timer Success Rate**: 4285.7%
- **Maintainers Active**: 10

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~18.9 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/helmholtz-analytics/heat)