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Tensor Trains Python Packages

Python packages with the GitHub topic tensor-trains. 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
DeepTransport
deep-tensor-py

A PyTorch implementation of the deep inverse Rosenblatt transport (DIRT) algorithm.

420 5 2
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
AndreiChertkov
fpcross

Solver in the low-rank tensor-train format with cross approximation approach for solution of the multidimensional Fokker-Planck equation

311 14 2
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