Computer aided drug discovery (CADD) involves the utilization of computational approaches to discover, develop, and analyze drugs. CADD has become an indispensable tool for drug discovery laboratories to enhance the development process of epigenetic inhibitors aiding the selection, design, and lead identification of novel compounds.