TensorDecompostions

Unsupervised Machine Learning,Science-informed Machine Learning,Matrix Factorization,Tensor Factorization

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Nonnegative Matrix Factorization

NMFk is a novel unsupervised Machine Learning method based on Matrix Decomposition coupled with sparsity and nonnegativity constraints.

NMFk is developed in Julia.

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Nonnegative Tensor Factorization

NTFk is a novel unsupervised Machine Learning method based on Tensor Decomposition coupled with sparsity and nonnegativity constraints.

NTFk is developed in Julia.

Research

Machine Learning applications, publications, presentations and videos

Documentation

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