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Andrei Chertkov

AndreiChertkov

Research Scientist

Languages

Python94%TeX6%

Repos

18

Stars

154

Forks

7

Top Language

Python

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Top Repositories

Repositories

18
AN
AndreiChertkov/teneva

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

Python641Updated 4 months ago
approximation-algorithmslow-rank-approximationsurrogate-modellingsurrogate-modelstensor-decompositiontensor-decomposition-algorithmstensor-traintensor-trains
AN
AndreiChertkov/ttopt

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

Python393Updated 2 years ago
discrete-optimizationgradient-free-optimizationmultidimensional-arraysoptimizationoptimization-algorithmoptimization-methodstensor-decompositiontensor-decomposition-algorithmstensor-traintensor-trains
AN
AndreiChertkov/astralora

No description provided.

Python30Updated 3 months ago
AN
AndreiChertkov/fpcross

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

Python142Updated 2 years ago
fokker-planckfokker-planck-equationfokker-planck-equationsfokkerplancklow-rank-approximationtensor-decompositiontensor-traintensor-trains
AN
AndreiChertkov/tensornetwork.orgFork

Source for The Tensor Network open-source review article

00Updated 4 months ago
AN
AndreiChertkov/tetradat

Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.

Python30Updated 7 months ago
adversarial-attacksadversarial-examplesattribution-modelblack-box-optimizationgradient-free-optimizationneural-networktensor-traintensor-trains
AN
AndreiChertkov/teneva_jax

No description provided.

Python80Updated 2 years ago
AN
AndreiChertkov/teneva_bmArchived

No description provided.

Python41Updated 1 year ago
AN
AndreiChertkov/qttpdesolver

No description provided.

Python30Updated 3 years ago
AN
AndreiChertkov/temscirep

No description provided.

TeX40Updated 3 years ago
AN
AndreiChertkov/teneva_optiArchived

No description provided.

Python20Updated 1 year ago
AN
AndreiChertkov/tetradatex

No description provided.

Python10Updated 1 year ago
AN
AndreiChertkov/optima_tt

Numerical experiments for Optima-TT method from teneva python package. This method finds items which relate to min and max elements of the tensor in the tensor train (TT) format.

Python10Updated 2 years ago
low-rank-approximationoptimizationtensor-traintensor-trains
AN
AndreiChertkov/TranFighterPro

No description provided.

Python30Updated 3 years ago
AN
AndreiChertkov/teneva_ht_jax

No description provided.

Python10Updated 2 years ago
AN
AndreiChertkov/inbima_scopus_lite

No description provided.

Python20Updated 3 years ago
AN
AndreiChertkov/teneva_research_anova_and_als

No description provided.

Python10Updated 3 years ago
AN
AndreiChertkov/teneva_research_optima_tt

No description provided.

Python10Updated 3 years ago

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