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GitHub topics: non-negative-tensor-factorization

lanl/pyCP_APR

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

Language: Python - Size: 5.89 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7

lanl/DnMFk

A C++ framework of Distributed Non-Negative Matrix Factorization implementation to find Latent Dimensionality in Big Data

Language: C++ - Size: 34.1 MB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 3

neel-dey/robustNTF

PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".

Language: Jupyter Notebook - Size: 2.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4

Related Keywords
non-negative-tensor-factorization 3 non-negative-matrix-factorization 2 latent-features 2 pytorch 2 tensor-factorization 2 robust-optimization 1 parafac 1 nonnegativity-constraints 1 majorize-minimization 1 l21-norm 1 beta-divergence 1 pattern-recognition 1 machine-learning-algorithms 1 clustering 1 artificial-intelligence 1 tensors 1 tensor-decomposition 1 sparse-tensors 1 sparse 1 poisson-distribution 1 numpy 1 gpu 1 dense-tensors 1 dense 1 cybersecurity 1 cpd 1 canonical-polyadic 1 candecomp-parafac 1 anomaly-detection 1