Reference

If you use this library in your research, please cite ADAPT using the following reference:

@article{de2021adapt,
  title={ADAPT: Awesome Domain Adaptation Python Toolbox},
  author={de Mathelin, Antoine and Deheeger, Fran{\c{c}}ois and Richard, Guillaume and Mougeot, Mathilde and Vayatis, Nicolas},
  journal={arXiv preprint arXiv:2107.03049},
  year={2021}
}

Pypi Installation

This package is available on Pypi. It has been tested on Linux, MacOSX and Windows for Python versions: 3.6, 3.7, 3.8 and 3.9. It can be installed with the following command line:

pip install adapt

The following dependencies are required and will be installed with the library:

• numpy

• scipy

• tensorflow (>= 2.0)

• scikit-learn

• cvxopt

If for some reason, these packages failed to install, you can do it manually with:

pip install numpy scipy tensorflow scikit-learn cvxopt

Finally import the module in your python scripts with:

import adapt