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Tensor Decomposition Algorithms Python Packages

Python packages with the GitHub topic tensor-decomposition-algorithms. Sorted by relevance, with stars and monthly downloads.
AndreiChertkov
teneva

Compact implementation of basic operations in the tensor-train (TT) format, including TT-SVD, TT-ALS, TT-ANOVA, TT-CROSS, TT-truncate for approximation of multidimensional arrays and multivariate functions

3K 65 1
rmsolgi
tensorlearn

A Python Package for Advanced Tensor Learning

526 6 0
AndreiChertkov
ttopt

Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.

328 39 3
rmsolgi
lowrank

A Python Package for Advanced Tensor Learning Methods

84 6 0
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