Gentle Introduction to Vector Norms in Machine Learning
Last Updated on August 9, 2019 Calculating the length or magnitude of vectors is often required either directly as a regularization method in machine learning, or as part of broader vector or matrix operations. In this tutorial, you will discover the different ways to calculate vector lengths or magnitudes, called the vector norm. After completing this tutorial, you will know: The L1 norm that is calculated as the sum of the absolute values of the vector. The L2 norm that […]
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