Gene_expression_data_generation

This program contains 4 Synthetic Data Generators for generating synthetic gene expression data for gene expression research. It implements GAN, WGAN-GP, diffusion, and VAE approaches, along with quality assessment, to produce high-quality, statistically similar synthetic data while preserving the biological characteristics of the original datasets.