VERSION 1.2.0 ------------------------ o kFoldMaskTensor was modified to avoid NA o NMF(), siNMF(), jNMF(), NTF(), and NTD() were modified to allow missing values (NA) in the input matrix/tensor o Vignette for kFoldMaskTensor was added VERSION 1.1.14 ------------------------ o Accepted by JOSS VERSION 1.1.13 ------------------------ o Vignettes were modified VERSION 1.1.12 ------------------------ o Help messages for NTF(), NTD(), and recTensor() were updated to explain higher order tensor cases o Vignettes were added VERSION 1.1.11 ------------------------ o Debug in NTF() and NTD(), (when the init="ALS") VERSION 1.1.10 ------------------------ o Inf/-Inf/NaN/NA is replaced by machine epsilon in NTF() VERSION 1.1.9 ------------------------ o Some bugs were fixed o orthU orthV, and root options were added in NMTF() o ALS-type NMF was added in NMF() VERSION 1.1.8 ------------------------ o NMTF() for nonnegative matrix tri-factorization was added o pseudocount 1e-10 for NMF(), siNMF(), jNMF(), NTF(), NTD() was replaced by the machine epsilon VERSION 1.1.7 ------------------------ o Exponent term depending on Beta parameter was added in NMF, siNMF, jNMF, NTF, and NTD VERSION 1.1.6 ------------------------ o Bug with NTF() with rank=1 was fixed o KFoldMaskTensor to generate mask tensors for K-fold cross validation was added VERSION 1.1.5 ------------------------ o method, sign, and option were added in plotTensor3D. o plotTensor2D was added VERSION 1.1.4 ------------------------ o Projected NMF ("Projected"), Nonnegative Hebbian Rule (NHR) ("NHR"), Ding-Ti-Peg-Park (DTPP) algorithm ("DTPP"), (Column vector-wise) Orthogonal NMF ("Orthogonal"), and (Column vector-wise) Orthogonality-regularized NMF ("OrthReg") were added in NMF. o Algorithm "NMF" is introduced in each iteration of NTD. VERSION 1.1.2 ------------------------ o pseudocount option to avoid zero-division was added in NMF, jNMF, siNMF, NTF, and NTD VERSION 1.1.0 ------------------------ o Refactored some codes (e.g. check argument parts) o L1/L2-regularization terms were introduced in NMF, jNMF, siNMF, NTF, and NTD VERSION 1.0.7 ------------------------ o Resubmission to CRAN due to temporary inaccessibility of rTensor VERSION 1.0.5 ------------------------ o Mask matrix/tensor were implemented for NMF, jNMF, siNMF, NTF, and NTD. These options are for missing values estimation (Imputation). o Initial matrix/tensor were implemented for NMF, jNMF, siNMF, NTF, and NTD. o fix* options were implemented for transfer learning. o Gabriel-style cross-validation was implemented as GabrielNMF. VERSION 1.0.4 ------------------------ o Rank estimation methods and plot functions were implemented for NMF VERSION 1.0.3 ------------------------ o Higher-order (>=4) tensor decomposition were implemented for NTF and NTD VERSION 1.0.1 - 1.0.2 ------------------------ o Some bugs were fixed VERSION 1.0.0 ------------------------ o Simutaneous NMF (siNMF) and joint NMF (jNMF) were added VERSION 0.99.5 ------------------------ o modes parameter was added in NTF (NTD1 and NTD2 model) o Convergence was judged by relative error VERSION 0.99.4 ------------------------ o set.seeds argument was added in toyModel VERSION 0.99.3 ------------------------ o Date fields in DESCRIPTION VERSION 0.99.2 ------------------------ o Reconstuction Error and relative change of the error for NMF, NTF, and NTD o toyModel to return integar random tensor VERSION 0.99.1 ------------------------ o Revised o DESCRIPTION was fixed o No intermediate files are saved, unless viz=FALSE (Default) was changed as viz=TRUE VERSION 0.99.0 ------------------------ o Package released