Sorting Composite Quantile Regression Neural Network (SCQRNN) implemented in PyTorch.

1. Clone the repository

git clone https://github.com/RektPunk/scqrnn.git
cd scqrnn

2. Install dependencies

uv sync

3. Run the examples

uv run main.py

Acknowledgments

This is an unofficial implementation based on:

@inproceedings{decke2024efficient,
  title={An efficient multi quantile regression network with ad hoc prevention of quantile crossing},
  author={Decke, Jens and Jen{\ss}, Arne and Sick, Bernhard and Gruhl, Christian},
  booktitle={International Conference on Architecture of Computing Systems},
  pages={51--66},
  year={2024},
  organization={Springer}
}