GVL4 M-Files: Chapter 12
Demos
| ShowCauchy | fast LU for Cauchy-like matrices |
| ShowCP | the CP alternating LS framework |
| ShowHankelSolve | Hankel system solve via Cauchy-like conversion |
| ShowHOPower | the higher-order power method for tensors |
| ShowHOSVD | the higher-order SVD of a tensor |
| ShowKronSVD | the Kronecker product SVD |
| ShowMultiLinProd | the multilinear product |
| ShowSSLU | LU factorization of a semiseparable matrix |
| ShowSSQR | QR factorization of a semiseparable matrix |
| ShowSymmetry | tensor super symmetry |
| ShowTenTrain | tensor trains |
| ShowTucker | the Tucker alternating LS framework |
| ShowUnfolding | tensor unfoldings |
Functions
| col | mixed radix conversion |
| HOSVD | higher-order SVD |
| inv_col | inverse of col |
| KronSVD | Kronecker product SVD |
| LUdisp | LU without pivoting of a semiseparable matrix |
| LUdispPiv | recursive LU without pivoting of a semiseparable matrix |
| LUdispPivNonRecur | nonreursive LU without pivoting of a semiseparable matrix |
| MatToTen | folding of a matrix to a tensor |
| MultiLinProd | multilinear product |
| MultLinProdTrans | the transposed multilinear product |
| random_ktensor | generates a random k-tensor |
| random_ttensor | generates a random Tucker tensor |
| TenToMat | unfolds a rensor to a matrix |
| Transpose | transposes a tensor |
| Vec | converts a tensor to a column vector |