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Definitions from the WebEigenvectorsDescription: Eigenvectors are a fundamental concept in linear algebra. In the context of a square matrix, an eigenvector is a non-zero vector whose direction remains unchanged when multiplied by the matrix. The corresponding eigenvalue represents the factor by which the eigenvector is scaled. Sense 1: Mathematical Definition Part of Speech: Noun Synonyms: none Sample Sentence: In linear algebra, eigenvectors play a key role in understanding the properties of square matrices. Sense 2: Physics Part of Speech: Noun Synonyms: none Sample Sentence: Eigenvectors are widely used in quantum mechanics to represent the states of physical systems. Sense 3: Machine Learning Part of Speech: Noun Synonyms: none Sample Sentence: In machine learning, eigenvectors are utilized for dimensionality reduction and feature extraction. Suggested Related Products: | ||||
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