canonical-polyadic

There are 0 repository under canonical-polyadic topic.

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.
anomaly-detection candecomp-parafac canonical-polyadic cpd cybersecurity dense dense-tensors gpu latent-features non-negative-tensor-factorization numpy poisson-distribution pytorch sparse sparse-tensors tensor-decomposition tensor-factorization tensors
Language:Python 10
danielakuinchtner / cp-mdp
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
mdp markov-decision-processes candecomp-parafac parallel-factor-analysis canonical-polyadic tensor-decomposition tensor-factorization tensor factored-mdp tensor-algebra compact gridworld-environment gridworld multidimensional value-iteration policy-iteration cp-mdp cpmdp
Language:Python 1
MaksimEkin / RFoT
Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.
tensors semi-supervised-learning classification latent-variables malware-analysis cybersecurity cpd canonical-polyadic tensor-decomposition factorization clustering machine-learning
Language:Python 1
RodniO / multiplication-tensor-approximation
Algorithm for finding discrete approximations of small multiplication tensors.
tensor fast-multiplication canonical-polyadic alternating-least-squares
Language:Fortran 1