Analysis of Automatic Code Generation Tools based on Machine Learning

At present, there are many researches on automatic code generation methods based on machine learning. However, there is no analysis on automatic code generation tools based on machine learning. According to the role of existing code generation tools based on machine learning in practical development, this paper proposes the content and the method of analysis of automatic code generation tools based on machine learning. Based on the presented method, the corresponding analysis plug-ins API4ACGT are implemented. Finally, three existing automatic code generation tools based on machine learning are used to generate specific codes in two programming environments. The experimental results show that the proposed method and analysis plug-ins API4ACGT are effective.