This work employs machine learning methods to develop and test a technique for dynamic stability analysis of the mathematical model of a power system. A distinctive feature of the proposed method is the absence of a priori parameters of the power system model. Thus. the adaptability of the dynamic stability assessment is achieved. https://www.ngetikin.com/