贝叶斯张量分解工具包

Matlab code of Bayesian CP Factorization for Tensor Completion(Written by Qibin Zhao 2014)To run the code:1. Change Matlab work directory to "/BCPF_Toolbox_QZhao/".2. Run  "loadpah" code to add the current folder and subfolders into Matlab path searching list.3. Open and run the demo files. We provide two demo codes:I.  DemoBayesCP.m:        Demonstration on synthesic dataII. DemoBayesCP_Image.m   Demonstration for image completionThe package includes four algorithms:1. BCPF.m           BCPF for fully observed tensor2. BCPF_TC.m        BCPF for incomplete tensor 3. BCPF_IC.m        BCPF for image completion4. BCPF_MP.m        BCPF using mixture priors for image completionIn this package, we used the tensor toolbox 2.5, which is downloaded from (http://www.sandia.gov/~tgkolda/TensorToolbox)The tools for visualization of tensor with voxels is from Tensorlab (http://www.tensorlab.net/)