https://github.com/mlondschien/anchorboosting

Efficient tree-based nonlinear anchor regression and classification for Python
https://github.com/mlondschien/anchorboosting

anchor-regression causal-regularization distributional-robustness gradient-boosting

Last synced: 7 months ago
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Efficient tree-based nonlinear anchor regression and classification for Python

• Host: GitHub
• URL: https://github.com/mlondschien/anchorboosting
• Owner: mlondschien
• License: bsd-3-clause
• Created: 2022-06-07T15:59:46.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2025-08-18T19:54:04.000Z (12 months ago)
• Last Synced: 2025-09-11T20:31:06.080Z (11 months ago)
• Topics: anchor-regression, causal-regularization, distributional-robustness, gradient-boosting
• Language: Python
• Homepage: https://anchorboosting.readthedocs.io
• Size: 110 KB
• Stars: 2
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.rst
  • License: LICENSE

Awesome Lists containing this project

README

          
# Anchor Boosting

Efficient tree-based nonlinear anchor regression and classification for Python.

If you use this, please consider citing

```

article{londschien2025,

  title={Domain Generalization and Adaptation in Intensive Care with Anchor Regression},

  author={Londschien, Malte, Burger, Manuel, R{\"a}tsch, Gunnar and B{\"u}hlmann, Peter},

  journal={arXiv preprint arXiv:2507.21783},

  year={2025}

}

```