Summary of Machine Learning Theoretical Basis of Alchemy
Source: Datawhale Machine learning is developing rapidly, but the understanding of theoretical knowledge cannot keep up? This article will give reflections from a data scientist who uses the utility matrix to sort out the relationship between the experimental results of the model and the underlying theory, and explore the progress of various subfields of machine learning. introduce Know it, know why. The field of machine learning has developed very rapidly in recent years, but our understanding of machine learning theory is still very limited, and the experimental effects of some models even exceed our understanding of the basic theory....