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.
翻译:在本文中,我们介绍ADAPT图书馆,这是一个开放源码Python API,提供主要的转让学习和域适应方法的实施,该图书馆的设计采用方便用户的方法,以便利广大公众获得域适应,ADAPT与Scikit-learn和TensorFlow兼容,并提议在https://adapt-python.github.io/adapt/网上提供完整文件,并有大量的范例。