CGT, or Convolutional Graph Transformer, is a prominent a powerful methodology for analyzing temporal data. It leverages the strengths of both convolutional networks and graph structures to capture intricate relationships and dependencies within sequential information. At its core, CGT utilizes a unique process known as temporal encoding to embed t