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GeneralizedCPD

Generalized Canonical Polyadic Decomposition

Readme

Generalized Canonical Polyadic (CP) Tensor Decomposition

Alex H. Williams*, Tamara G. Kolda

*Address correspondence to alex.h.willia@gmail.com

The goal of this package is to fit CP tensor decomposition with any reasonable loss function. It leverages LossFunctions.jl to express the model and Optim.jl to fit parameters.

Installation

Not all of the required packages are in the official registry (yet). So try this and bug me if it doesn't work:

Pkg.clone("https://github.com/JuliaTensors/TensorBase.jl")
Pkg.add("https://github.com/JuliaML/LossFunctions.jl")
Pkg.clone("https://github.com/ahwillia/GeneralizedCPD.jl")

First Commit

08/15/2017

Last Touched

almost 2 years ago

Commits

35 commits

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