[Retracted] The Psychological Education Strategy of Music Generation and Creation by Generative Confrontation Network under Deep Learning

Table 1

Compilation environment settings of music generation model.

Name	Settings	Advantages/effects
Operating system	Linux operating system	Stable, free, multitask and multi-user operation, low internal consumption, etc
Network implementation framework	Pytorch network framework	Dynamic calculation diagram, easy to understand code, GPU acceleration, and high model learning efficiency
Main Python libraries	Pypianoroll	MIDI files can be parsed into multi-track piano volumes, and multi-track piano volumes can also be compiled into MIDI files to realize the mutual conversion between piano volumes and MIDI files.
	Xml.Etree.Element Tree	Get data set
	Xml dataset	Tag data set
	Mat	Provide common mathematical operations
	Matplotlib	Drawing tools
	Numpy	Realize the operation of array and matrix of advanced dimensions
	ipdb	Debug Python code command line