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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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tensorly.contrib.decomposition.tensor_train_cross Basic tensor operations
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  • Gallery of examples
    • General examples
    • Tensor decomposition
    • Tensor regression with tensorly