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Examples

TOY Example

TOY_tensor.ipynb: Generate a synthetic tensor and factorize it.

Python CP-APR Performance Analysis

CP-APR_Compare_Density.ipynb: Compare runtime for different tensors densities.
CP-APR_Compare_Types.ipynb: Compare runtimes of pyCP_APR Numpy and PyTorch backends to MATLAB for tensors with different number of dimensions and rank.

General Python CP-APR Usage

CP-APR_PyTorch.ipynb: Example PyTorch backend use for CP-APR.
CP-APR_Numpy_Dense.ipynb: Example Numpy backend use for dense tensors on CP-APR.
CP-APR_Numpy.ipynb: Example Numpy use for sparse tensors on CP-APR.