candecomp-parafac

There are 1 repository under candecomp-parafac 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.
cpd tensors tensor-factorization anomaly-detection cybersecurity poisson-distribution non-negative-tensor-factorization pytorch gpu canonical-polyadic candecomp-parafac tensor-decomposition numpy sparse-tensors dense-tensors sparse dense latent-features
Language:Python 10
AnnabelleGillet / MuLOT
Implementation of tensor decompositions in Scala
candecomp-parafac scala spark tensor tensor-decomposition
Language:Scala 3
wangdeqing / Inexact_Alternating_Proximal_Gradient
An inexact alternating proximal gradient algorithm for nonnegative CP tensor decomposition
tensor-decomposition algorithms candecomp-parafac alternating-proximal-gradient nonnegative-tensor-decomposition
Language:MATLAB 2
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
wangdeqing / Nonnegative_Tensor_Decomposition
Nonnegative Tensor Decomposition
nonnegative-tensor-decomposition candecomp-parafac optimization-algorithms sparse-regularization proximal-algorithms
Language:MATLAB