Eigenvector

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Vector whose direction remains unchanged under linear transformation.

Full Definition

Vector whose direction remains unchanged under linear transformation.

Keywords

eigenvalue

Domains

Mathematics

Related Terms

Singular Value Decomposition related to

Decomposes a matrix into orthogonal components; used in embeddings and compression.

 Norm related to

Measure of vector magnitude; used in regularization and optimization.

 Inner Product related to

Measures similarity and projection between vectors.

 Orthogonality related to

Vectors with zero inner product; implies independence.

 Linear Algebra related to

Mathematical foundation for ML involving vector spaces, matrices, and linear transformations.

 Vector Space related to

Set of vectors closed under addition and scalar multiplication.

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