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Search results for sparse svd
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14 search results found
Irlba
⭐
106
Fast truncated singular value decompositions
Sparselandtools
⭐
79
✨ A Python package for sparse representations and dictionary learning, including matching pursuit, K-SVD and applications.
Divisi2
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75
A Python library for learning from dimensionality reduction, supporting sparse and dense matrices.
Rspectra
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64
R Interface to the Spectra Library for Large Scale Eigenvalue and SVD Problems
Lyssandra
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52
A collection of Python tools for feature extraction and image classification using Sparse Coding algorithms.
Sparsesvd
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48
Python wrapper around SVDLIBC, a fast library for sparse Singular Value Decomposition
Rarpack
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45
Solvers for Large Scale Eigenvalue and SVD Problems
Totalleastsquares.jl
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27
Solve many kinds of least-squares and matrix-recovery problems
K Svd
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16
K-SVD Methods for Image Denoising.
Propack.jl
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14
Julia wrapper of the PROPACK sparse SVD library
Tensorflow Models
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9
various models implemented via tensorflow
Ksvd Sparse Dictionary
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7
Learn atoms of a sparse dictionary using the iterative K-SVD algorithm.
Hsc Classify Pedestrian
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6
This package implements a framework of Histograms of Sparse Coding, which validates a Pedestrian Classifier (by their different postures and directions). And a K-SVD Dictionary Learning algorithm is contributed for the training phase.
Ksvd.jl
⭐
5
K-SVD in Julia
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