Bioactive compounds are often used as initial substances for many therapeutic agents. In recent years, both theoretical and practical innovations in hardware-assisted fast-evolving machine learning (ML) have made it possible to identify desired bioactive chemical spaces, such those natural products (NPs). This review introduces how approaches can be the identification evaluation of compounds. I...