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statmlben committed Oct 18, 2023
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# **ReHLine**
# **ReHLine** <a href="https://github.com/softmin/ReHLine"><img src="doc/source/logo.png" align="right" height="138" /></a>

`ReHLine` is designed to be a computationally efficient and practically useful software package for large-scale ERMs.

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Some existing problems of recent interest in statistics and machine learning can be solved by `ReHLine`.
| Problem | Results |
|---------- |:-----------------:|
|[FairSVM](./python/benchmark/benchmark_FairSVM/README.md) | [Result](./python/benchmark/benchmark_FairSVM/outputs/benchmark_FairSVM.html)|
|[ElasticQR](./python/benchmark/benchmark_QR/README.md) | [Result](./python/benchmark/benchmark_QR/outputs/benchmark_QR.html)|
|[RidgeHuber](./python/benchmark/benchmark_Huber/README.md) | [Result](./python/benchmark/benchmark_Huber/outputs/benchmark_Huber.html)|
|[SVM](./python/benchmark/benchmark_SVM/README.md) | [Result](./python/benchmark/benchmark_SVM/outputs/benchmark_SVM.html)|
|[FairSVM](./python/benchmark/benchmark_FairSVM/README.md) | [Result](./doc/source/benchmark/benchmark_FairSVM.html)|
|[ElasticQR](./python/benchmark/benchmark_QR/README.md) | [Result](./doc/source/benchmark/benchmark_QR/outputs/benchmark_QR.html)|
|[RidgeHuber](./python/benchmark/benchmark_Huber/README.md) | [Result](./doc/source/benchmark/outputs/benchmark_Huber.html)|
|[SVM](./python/benchmark/benchmark_SVM/README.md) | [Result](./doc/source/benchmark/benchmark_SVM.html)|

## 🧾 **Overview of Results**

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