SmartTensors

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14 repositories

NMFk.jl
Public
Nonnegative Matrix Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
feature-extraction scientific-computing blind-source-separation unsupervised-machine-learning scientific-machine-learning source-identification physics-informed-learning machine-learning julia
HTML
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GNU General Public License v3.0
•1•14•0•0•Updated Jan 18, 2025Jan 18, 2025
SmartML.jl
Public
Julia
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GNU General Public License v3.0
•0•2•0•0•Updated Jan 17, 2025Jan 17, 2025
NTFk.jl
Public
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
machine-learning tensor-factorization unsupervised-machine-learning physics-informed-learning
Julia
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GNU General Public License v3.0
•1•9•0•1•Updated Dec 7, 2024Dec 7, 2024
SmartTensors.github.io
Public
SmartTensors web site
website
HTML
•1•1•0•1•Updated Dec 15, 2023Dec 15, 2023
SmartTensorsTutorials.jl
Public
Smart Tensors Tutorials
julia-language tutorials feature-selection scientific-computing blind-source-separation scientific-machine-learning source-identification physics-informed-learning machine-learning julia
Jupyter Notebook
•6•10•0•0•Updated Dec 15, 2023Dec 15, 2023
JuliaWorkshop.jl
Public
machine-learning tutorials feature-extraction julia
Jupyter Notebook
•0•0•0•0•Updated Dec 15, 2023Dec 15, 2023
LoadTensorDecompositions.jl
Public
Load Tensor Decompositions results
tensor-factorization matrix-factorization
Julia
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GNU General Public License v3.0
•0•0•0•1•Updated Dec 15, 2023Dec 15, 2023
CanDecomp.jl
Public
CanDecomp (CP) Tensor Decomposition
Julia
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GNU General Public License v3.0
•0•3•0•0•Updated Dec 15, 2023Dec 15, 2023
GeoThermalCloud.jl
Public
Geothermal Cloud for Machine Learning
machine-learning unsupervised-machine-learning julia geothermal
Jupyter Notebook
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GNU General Public License v3.0
•4•28•1•1•Updated Dec 15, 2023Dec 15, 2023
PhysicsInformedML.jl
Public
Physics-informed Machine Learning
tensor-factorization tensor-decomposition
Julia
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Other
•0•3•0•1•Updated May 10, 2022May 10, 2022
TensorDecompositions.jl
Public
Tensor decomposition algorithms
julia tensordecompositions
Julia
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Other
•0•0•0•0•Updated Jul 19, 2021Jul 19, 2021
NTNk.jl
Public
Unsupervised Machine Learning: Nonnegative Tensor Networks + k-means clustering
Julia
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GNU General Public License v3.0
•0•1•0•0•Updated Jun 3, 2021Jun 3, 2021
ShiftNMFk.jl
Public
Nonnegative Tensor Factorization accounting for data (temporal) shift
Julia
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GNU General Public License v3.0
•0•1•0•0•Updated Dec 24, 2020Dec 24, 2020
GreenNMFk.jl
Public
Nonnegative Tensor Factorization with physics (Green function) constraints
Julia
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GNU General Public License v3.0
•0•1•0•0•Updated Dec 24, 2020Dec 24, 2020