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Codes of the custom edge-guided analog-and-digital optimization algorithm for the inverse design of silicon photonic devices. These are supporting materials for submitted paper "Edge-guided inverse design of digital metamaterials for high-capacity multi-dimensional optical interconnect" @nature Communications.