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Category idea has been successfully used further than pure arithmetic and programs to artificial intelligence (AI) and machine Studying (ML) have already been produced. Right here we very first give an overview of the present enhancement of group concept for AI and ML, and we then compare and elucidate the critical capabilities of varied classification-theoretical techniques to AI and click here ML. Broadly, you will discover 3 kinds of classification principle for AI and ML, namely classification concept for information illustration Understanding, classification concept for learning (optimisation) algorithms and group theory for compositional architecture style and design and Evaluation.