pyttb
  • Getting Started
    • Tutorials
      • Tensor Types
        • Dense Tensors (tensor)
        • Sparse Tensors (sptensor)
        • Tucker Tensors (sptensor)
        • Kruskal Tensors (ktensor)
        • Sum of Structured Tensors (sumtensor)
      • CP Decompositions
        • Alternating Least Squares (cp_als)
        • Alternating Poisson Regression (cp_apr)
        • Generalized CP (gcp_opt)
      • Tucker Decompositions
        • Higher-order SVD (hosvd)
        • Alternating Least Squares (tucker_als)
      • Working with Tensors
        • Creating Test Problems
        • Converting Between Tensors and Matrices
          • Dense Case
          • Sparse Case
    • Coming from MATLAB
  • Reference (pyttb)
  • BibTex Entries: Tensor Toolbox for Python
pyttb
  • Getting Started
  • Tensor Types
  • View page source

Tensor Types

  • Dense Tensors (tensor)
  • Sparse Tensors (sptensor)
  • Tucker Tensors (sptensor)
  • Kruskal Tensors (ktensor)
  • Sum of Structured Tensors (sumtensor)

CP Decompositions

  • Alternating Least Squares (cp_als)
  • Alternating Poisson Regression (cp_apr)
  • Generalized CP (gcp_opt)

Tucker Decompositions

  • Higher-order SVD (hosvd)
  • Alternating Least Squares (tucker_als)

Working with Tensors

  • Creating Test Problems

Converting Between Tensors and Matrices

  • Dense Case
  • Sparse Case
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