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This repository is a reimplementation of deep-explanation-penalization in Python 3.8 and TensorFlow 2.4 . This work was born out of a submission to the ML reproducibility Challenge, Spring 2021 edition. Please check out the Wiki for more details on the experiments carried out and more.