Engineering Physics Annotation << Back ANALYSIS AND FORECASTING TIME SERIES V.A. BULANOV, O.E. FOMICHEVA The paper considers the use of ensembles of regression models for the tasks of forecasting time series by the example of temperature prediction on data recorded by a weather station at the Max Plankt Bioengineering Institute in Jena (Germany). When doing the work, machine learning models from the scikit-learn library for the Python language were used. Keywords: Ensembles of regression models, time series forecasting, Python programming language. DOI: 10.25791/infizik.02.2020.1117 Pp. 22-29.