tensor-trains

There are 0 repository under tensor-trains topic.

AndreiChertkov / teneva
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
approximation-algorithms low-rank-approximation surrogate-modelling surrogate-models tensor-decomposition tensor-decomposition-algorithms tensor-train tensor-trains
Language:Python 37
AndreiChertkov / ttopt
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
discrete-optimization gradient-free-optimization multidimensional-arrays optimization optimization-algorithm optimization-methods tensor-decomposition tensor-decomposition-algorithms tensor-train tensor-trains
Language:Python 28
AndreiChertkov / fpcross
Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation
fokker-planck fokker-planck-equation fokker-planck-equations fokkerplanck low-rank-approximation tensor-decomposition tensor-train tensor-trains
Language:Python 12
PGelss / wave_train
A Python package for numerical quantum mechanics of chain-like systems based on tensor trains
schroedinger-equation excitons matrix-product-states phonons quantum-dynamics tensor-trains slim-decomposition ehrenfest-dynamics exciton-phonon-coupling excitonic-energy-transport low-rank-tensor-decomposition quantum-classical-dynamics
Language:Python 6
karimhalaseh / Tensor-Network-Decompositions
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
machine-learning-algorithms machine-learning tensors tensor-decomposition tensor-networks tensor-train tensor tensor-factorization tensor-network-decompositions algorithms tensor-trains
Language:Python 5
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.
low-rank-approximation optimization tensor-train tensor-trains
Language:Python 1
AndreiChertkov / tetradat
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
adversarial-attacks adversarial-examples attribution-model black-box-optimization gradient-free-optimization neural-network tensor-train tensor-trains
Language:Python 1
TensorTrains.jl
stecrotti / TensorTrains.jl
Tensor Trains, mostly thought of as probability distributions
tensor-networks tensor-trains matrix-product-states
Language:Julia 1
qotlabs / qtensor
Manipulate quantum states in the Tensor Train format
quantum-circuits quantum-computer-simulator quantum-information tensor-trains matrix-product-density-operators matrix-product-states
Language:Python 0