In the early 2010s, a crisis of reproducibility rocked the field of psychology. Following a period of reflection, the field has responded with radical reform of its scientific practices. More recently, similar questions about the reproducibility of machine learning research have also come to the fore. In this short paper, we present select ideas from psychology's reformation, translating them into relevance for a machine learning audience.

翻译：在2010年代初期,再生危机震撼了心理学领域。经过一段时间的反思后,这个领域以对其科学实践的彻底改革作为回应。最近,关于机器学习研究再生的类似问题也浮现到前列。在本短文中,我们从心理学的改造中选取了一些想法,将其转化为与机器学习受众的相关性。