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：本文介绍了ADAPT库，这是一个开源的Python API，提供了主要的迁移学习和域自适应方法的实现。该库采用用户友好设计，旨在方便广泛用户群体使用域自适应技术。ADAPT兼容scikit-learn和TensorFlow，其完整文档在线发布（https://adapt-python.github.io/adapt/），并包含丰富的示例库。