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Topic: "canonical-polyadic"

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: 2 months ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7

MaksimEkin/RFoT

Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.

Language: Python - Size: 8.66 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

RodniO/multiplication-tensor-approximation

Algorithm for finding discrete approximations of small multiplication tensors.

Language: Fortran - Size: 315 KB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

danielakuinchtner/cp-mdp

A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.

Language: Python - Size: 463 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

Related Topics
tensor-decomposition 3 cybersecurity 2 tensor 2 candecomp-parafac 2 cpd 2 tensor-factorization 2 tensors 2 latent-variables 1 machine-learning 1 malware-analysis 1 semi-supervised-learning 1 anomaly-detection 1 dense 1 dense-tensors 1 gpu 1 latent-features 1 non-negative-tensor-factorization 1 numpy 1 poisson-distribution 1 pytorch 1 sparse 1 sparse-tensors 1 factorization 1 clustering 1 classification 1 value-iteration 1 tensor-algebra 1 policy-iteration 1 parallel-factor-analysis 1 multidimensional 1 mdp 1 markov-decision-processes 1 gridworld-environment 1 gridworld 1 factored-mdp 1 compact 1 fast-multiplication 1 alternating-least-squares 1