# lightgbm-org/LightGBM - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 56.3 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: C++
- **GitHub Stars**: 18,877
- **Description**: A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

## Contributor Metrics
- **Time to First Response**: ~0.0 hours
- **External PR Merge Rate**: 28.1%
- **First-Timer Success Rate**: 25.0%
- **Maintainers Active**: 17

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~0.0 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/lightgbm-org/LightGBM)