pyttb
  • Getting Started
    • Tutorials
      • Tensor Types
        • Dense Tensors
        • Sparse Tensors
        • Tucker Tensors
        • Kruskal Tensors
        • Sum of Structured Tensors
      • 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 (ALS)
      • Working with Tensors
        • Converting Between Tensors and Matrices
    • Coming from MATLAB
  • Python API
  • BibTex Entries: Tensor Toolbox for Python
pyttb
  • Getting Started
  • Tensor Types
  • View page source

Tensor Types

  • Dense Tensors
  • Sparse Tensors
  • Tucker Tensors
  • Kruskal Tensors
  • Sum of Structured Tensors

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 (ALS)

Working with Tensors

Converting Between Tensors and Matrices

  • Dense Case
  • Sparse Case
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