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gptkbp:instanceOf
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gptkb:mathematical_concept
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gptkbp:application
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gptkb:principal_component_analysis
image compression
solving linear systems
dimensionality reduction
noise reduction
recommender systems
latent semantic analysis
pseudoinverse computation
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gptkbp:component
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U matrix
V* matrix
Σ matrix
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gptkbp:decomposes
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gptkb:group_of_people
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gptkbp:decompositionType
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matrix factorization
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gptkbp:form
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numerical analysis
matrix theory
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https://www.w3.org/2000/01/rdf-schema#label
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SVD
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gptkbp:introducedIn
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1873
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gptkbp:inventedBy
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gptkb:Camille_Jordan
gptkb:Hermann_Weyl
gptkb:Erhard_Schmidt
gptkb:Eugenio_Beltrami
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gptkbp:standsFor
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gptkb:Singular_Value_Decomposition
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gptkbp:U_matrix
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orthogonal group
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gptkbp:usedIn
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gptkb:machine_learning
gptkb:signal_processing
statistics
linear algebra
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gptkbp:V*_matrix
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conjugate transpose of orthogonal matrix
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gptkbp:Σ_matrix
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diagonal matrix
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gptkbp:bfsParent
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gptkb:Singular_Value_Decomposition
gptkb:Society_of_the_Divine_Word
gptkb:Nvidia_cuGraph
gptkb:Международный_аэропорт_Сайрила_Кинга
gptkb:Argyle_International_Airport
gptkb:Special_Victims_Division
gptkb:モンサニョール国際空港
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gptkbp:bfsLayer
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6
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