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In recent years, there has been an increasing number of machine learning models, inference methods and control algorithms using temporal point processes (TPPs). They have been particularly popular for understanding, predicting, and enhancing the functioning of social and information systems, where they have achieved unprecedented performance. This tutorial aims to introduce temporal point processe