The Minimal Walking Technicolor (MWT) has been studied extensively and it was an excellent candidate for breaking the electroweak symmetry. However, to verify the correctness of the Lagrangian of the minimal walking Technicolor, the theoretical simulation of the Feynman rules that are extracted from Lagrangian of MWT must be identical to the data accumulated from practical experiments that are done by the large hadron collider (LHC). In this paper we amplified the rare events by generating samples similar to the original distribution usinga generative adversarial network (GAN). The visualization of the results indicates that the minimal walking Technicolor could be the best model to interpret the ambiguous phenomena.