Name		Name	Last commit message	Last commit date
parent directory ..
CP-APR_CPU_Example.py		CP-APR_CPU_Example.py
CP-APR_Compare_Density.ipynb		CP-APR_Compare_Density.ipynb
CP-APR_Compare_Types.ipynb		CP-APR_Compare_Types.ipynb
CP-APR_GPU_Example.py		CP-APR_GPU_Example.py
CP-APR_Numpy.ipynb		CP-APR_Numpy.ipynb
CP-APR_Numpy_Dense.ipynb		CP-APR_Numpy_Dense.ipynb
CP-APR_PyTorch.ipynb		CP-APR_PyTorch.ipynb
README.md		README.md
TOY_tensor.ipynb		TOY_tensor.ipynb

README.md

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.