semvec/pypi-packages huggingface dataset:
Regularization-Methods-for-HVIs 1.2
Package aimed at solving variational inequalities over the solution set of a monotone inclusion.
Requires Python: >=3.9

# Regularization Methods for HVIs

This repository contains a hierarchical solver packaged for Python. The solver is aimed at variational inequalities
defined over the solution set of a monotone inclusion problem. The problem setting and the employed algorithm are
described in [[1]](#1).

## Installation

The package is available through pip, and may be installed via:

```bash
pip install Regularization-Methods-for-HVIs
```

If running the package locally, you can install it using:

```bash
pip install .
```

## Examples

Examples may in found in
the [/examples](https://github.com/Hierarchical-VIs/Regularization-Methods-for-HVIs/tree/main/examples) directory of the
repository. These examples additionally constitute the plots generated in the paper [[1]](#1).

## References

<a id="1">[1]</a> Cortild D., Marschner M., & Staudigl M. (2025). Regularization Methods for Solving Hierarchical Variational Inequalities with Complexity Guarantees. arXiv preprint arXiv:2512.20772. [https://doi.org/10.48550/arXiv.2512.20772](https://doi.org/10.48550/arXiv.2512.20772).