User GuideΒΆ
To start with this guidance, basic modules are needed:
>>> import tensorflow as tf
>>> import numpy as np
- 1. Tensor Types
- 2. Basic Operations
- 3. Tensor Decomposition
- 3.1. The Tucker decomposition
- 3.2. The CANDECOMP/PARAFAC (CP) decomposition
- 3.3. The non-negative CANDECOMP/PARAFAC (NCP) decomposition
- 3.4. The non-negative Tucker (NTucker) decomposition
- 3.5. The example: Pairwise Interaction Tensor Decomposition
- 3.6. Multiple decompositions
- 3.7. Tips
- 3.8. References