TensorDecompostions

Unsupervised Machine Learning,Physics-Informed Machine Learning,Matrix Factorization,Tensor Factorization,Tensor Networks

nmfk-logo
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.

ntfk-logo
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

Examples and test problems (in the form of scripts and Jupyter notebooks) are available @ GitHub

Downloads