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robust-low-rank-tensor-ring-completion

This project aims to realize the robust tensor completion algorithms via tensor ring decomposition.

rtc-tt

The code for paper 'Auto-weighted robust low-rank tensor completion via tensor-train', which can be found in URL: https://www.sciencedirect.com/science/article/pii/S0020025521002681

schic

sparse_pca

Sparse PCA algorithm with shared sparsity pattern across principal components.

sttc

tensor-completion-via-tensor-ring-decomposition

This project aims to realize the tensor completion algorithms via tensor ring decomposition.

tensor-train-rank-minimization-with-smoothness-for-missing-data-recovery

code of tensor train rank minimization with smoothness for missing data recovery

tensorbox

Matlab package for Tensor decompositions

tensorflow

An Open Source Machine Learning Framework for Everyone

tntv

Code for the paper "Duo Qiu, Minru Bai, Michael K. Ng, and Xiongjun Zhang. Robust Low-Rank Tensor Completion via Transformed Tensor Nuclear Norm with Total Variation Regularization, Neurocomputing, 435:197-215,, 2021."

tpami2020_etrpca

MATLAB implementation for our TPAMI paper: Quanxue Gao;Pu Zhang;Wei Xia;Deyan Xie;Xinbo Gao;Dacheng Tao. Enhanced Tensor RPCA and Its Application. DOI: 10.1109/TPAMI.2020.3017672

tt_hosvd

two-mode-hosvd

Two-mode Higher-Order Tensor Singular Value Decomposition

wikiqa-answer-selection

word2vec

analysis the source code of word2vec