Gallery of examples
Examples of tensor usage.
Basic tensor operations
See how you can use TensorLy on practical applications and datasets.
Image compression via tensor decomposition
Non-negative PARAFAC Decomposition of IL-2 Response Data
COVID-19 Serology Dataset Analysis with CP
Permuting CP factors
Using line search with PARAFAC
Constrained CP decomposition in Tensorly >=0.7
Non-negative Tucker decomposition
Non-negative CP decomposition in Tensorly >=0.6
Demonstration of PARAFAC2
Speeding up PARAFAC2 with SVD compression