tutorials.rst

Tensor Types

.. toctree::
    :maxdepth: 1

    Dense Tensors<tutorial/class_tensor.ipynb>
    Sparse Tensors<tutorial/class_sptensor.ipynb>
    Tucker Tensors<tutorial/class_ttensor.ipynb>
    Kruskal Tensors<tutorial/class_ktensor.ipynb>
    Sum of Structured Tensors<tutorial/class_sumtensor.ipynb>

CP Decompositions

.. toctree::
   :maxdepth: 1

   Alternating Least Squares (CP-ALS)<tutorial/algorithm_cp_als.ipynb>
   Alternating Poisson Regression (CP-APR)<tutorial/algorithm_cp_apr.ipynb>
   Generalized CP (GCP-OPT)<tutorial/algorithm_gcp_opt.ipynb>

Tucker Decompositions

.. toctree::
   :maxdepth: 1

   Higher-order SVD (HOSVD)<tutorial/algorithm_hosvd.ipynb>
   Alternating Least Squares (ALS)<tutorial/algorithm_tucker_als.ipynb>

Working with Tensors

Converting Between Tensors and Matrices

.. toctree::
   :maxdepth: 1

   Dense Case<tutorial/class_tenmat.ipynb>
   Sparse Case<tutorial/class_sptenmat.ipynb>