tensor_toolbox merge requestshttps://gitlab.com/tensors/tensor_toolbox/-/merge_requests2023-02-25T18:00:49Zhttps://gitlab.com/tensors/tensor_toolbox/-/merge_requests/72Add cp_arls_lev2023-02-25T18:00:49ZTammy Koldatammy.kolda@mathsci.aiAdd cp_arls_levAdds new functionality for alternating randomized least squares via leverage scores per the paper. B. W. Larsen, T. G. Kolda. Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition, SIMAX, 2022.
* New top-level function `c...Adds new functionality for alternating randomized least squares via leverage scores per the paper. B. W. Larsen, T. G. Kolda. Practical Leverage-Based Sampling for Low-Rank Tensor Decomposition, SIMAX, 2022.
* New top-level function `cp_arls_lev`
* New functions within `sptensor` class: `fibers`, `findices`, `rrf`
* New functions within `tensor` class: `fibers`
* New top-level *hidden* functions that aid in randomized least squares: `tt_fsampler_setup`, `tt_leverage_scores`, `tt_random_sample`, `tt_sampled_solve`
* New help page: [Alternating randomized least squares with leverage scores for CP Decomposition](https://www.tensortoolbox.org/cp_arls_lev_doc.html)
Also fixes #57.Version 3.4 ReleaseTammy Koldatammy.kolda@mathsci.aiTammy Koldatammy.kolda@mathsci.ai