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Gallery of examples

Contents

  • General examples
  • Tensor decomposition
  • Tensor regression with tensorly

General examples

Examples of tensor usage.

Basic tensor operations

Basic tensor operations

Tensor decomposition

Using line search with PARAFAC

Using line search with PARAFAC

Image compression via tensor decomposition

Image compression via tensor decomposition

Demonstration of PARAFAC2

Demonstration of PARAFAC2

Tensor regression with tensorly

CP tensor regression

CP tensor regression

Tucker tensor regression

Tucker tensor regression

Download all examples in Python source code: auto_examples_python.zip
Download all examples in Jupyter notebooks: auto_examples_jupyter.zip

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