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ADAPT : Awesome Domain Adaptation Python Toolbox

7 July 2021
Antoine de Mathelin
Mounir Atiq
Guillaume Richard
Alejandro de la Concha
Mouad Yachouti
Franccois Deheeger
Mathilde Mougeot
Nicolas Vayatis
    TTA
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Abstract

In this paper, we introduce the ADAPT library, an open source Python API providing the implementation of the main transfer learning and domain adaptation methods. The library is designed with a user friendly approach to facilitate the access to domain adaptation for a wide public. ADAPT is compatible with scikit-learn and TensorFlow and a full documentation is proposed online https://adapt-python.github.io/adapt/ with a substantial gallery of examples.

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