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Search results for matrix singular value decomposition
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11 search results found
Linear Algebra With Python
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2,160
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. to quickly refresh the linear algebra with the assistance of Python computation and visualization.
Irlba
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106
Fast truncated singular value decompositions
Ristretto
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94
Randomized Dimension Reduction Library
Rsvd
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76
Randomized Matrix Decompositions using R
Pcaworkshop
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35
An introduction to matrix factorization and PCA and SVD.
Autodiff
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34
Autodiff is a numerical library for the Go programming language that supports automatic differentiation. It implements routines for linear algebra (vector/matrix operations), numerical optimization and statistics
Totalleastsquares.jl
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27
Solve many kinds of least-squares and matrix-recovery problems
Gesvd
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18
Pytorch extension for Singular Value Decompostion (SVD) with LAPACK gesvd backend
Vector
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11
A linear algebra library for TypeScript and JavaScript
Gpujachx
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8
The Jacobi-type (hyperbolic) SVD for CUDA.
Parallel Pca Openmp
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5
A parallelized implementation of Principal Component Analysis (PCA) using Singular Value Decomposition (SVD) in OpenMP for C. The procedure used is Modified Gram Schmidt algorithm. The method for Classical Gram Schmidt is also available for use.
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