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tensor-decomposition-algorithms

Here are 4 public repositories matching this topic...

AndreiChertkov / teneva

A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays

tensor-decomposition approximation-algorithms low-rank-approximation tensor-train surrogate-modelling surrogate-models tensor-decomposition-algorithms tensor-trains

Updated Jul 5, 2024
Python

AndreiChertkov / ttopt

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

optimization optimization-methods multidimensional-arrays tensor-decomposition discrete-optimization tensor-train gradient-free-optimization optimization-algorithm tensor-decomposition-algorithms tensor-trains

Updated Jul 27, 2023
Python

rmsolgi / TensorLearn

A Python Package for Advanced Tensor Learning

decomposition tensor tensor-learning tensor-decomposition-algorithms tenssro-train-decomposition

Updated Oct 26, 2024
Python

PinguDevTeam / ICF-MI-framework

Model identifiability pipeline using surrogate models trained on a latent space extracted by tensor decompositions.

tensor surrogate-models model-identification tensor-decomposition-algorithms

Updated Dec 13, 2022
Python

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