[IN CONSTRUCTION]

Scikit-learn wrapper for conformal prediction in hierarchical classification with support for constrained representation complexity.

A quick walkthrough can be found in the tutorial notebooks/tutorial.ipynb.

# clone package
git clone https://github.com/tfmortie/hcp
cd hcp

# [OPTIONAL] create conda environment
conda create -n hcp python=3.12
conda activate hcp

# install package
pip install .

# [OPTIONAL] install in editable mode
pip install -e .

• Conformal Prediction in Hierarchical Classification, Mortier et al., In review (2025), arXiv https://arxiv.org/abs/2501.19038
• Set-valued prediction in hierarchical classification with constrained representation complexity, Mortier et al., Proceedings of Machine Learning Research (2022)