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- Description:
AROFAC detects the (CP-)rank of a degree 3 tensor and calculates its factorization into rank-one components. The algorithm can intrinsically detect the true rank of the tensor.
The package includes the algorithm, and two demonstration scripts applying AROFAC to simulated toydata and flourescence spectroscopy data (Dorrit).
- Changes to previous version:
Initial Announcement on mloss.org.
- BibTeX Entry: Download
- Corresponding Paper BibTeX Entry: Download
- Supported Operating Systems: Agnostic
- Data Formats: Agnostic
- Tags: Blind Source Separation, Tensor Decomposition, Tensor Factorization
- Archive: download here
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