mperrot / TripletBoost

Python implementation of the TripletBoost algorithm.

TripletBoost

This is a Python implementation of TripletBoost, a comparison-based classification algorithm based on boosting.

Citing TripleBoost

If you use this software please cite the following publication:

@inproceedings{perrot2019boosting,
  title={Boosting for Comparison-Based Learning},
  author={Perrot, Micha{\"e}l and von Luxburg, Ulrike},
  booktitle={IJCAI 2019},
  year={2019},
  organization={International Joint Conferences on Artificial Intelligence}
}

Installation

You can install TripletBoost by cloning the repository and running the setup file:

git clone https://github.com/mperrot/TripletBoost.git
cd TripletBoost
python setup.py install

Examples

An example on how to use this package is provided below:

• Classification on the Moons dataset.