Data

Tools

Indexes

Applications

Experiments

Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: tensor-trains

DeepTransport/deep-tensor-py

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

Language: Python - Size: 264 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

stecrotti/TensorTrains.jl

Tensor Trains, mostly as probability distributions

Language: Julia - Size: 587 KB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 2 - Forks: 2

AndreiChertkov/teneva

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

Language: Python - Size: 4.6 MB - Last synced at: 14 days ago - Pushed at: about 1 year ago - Stars: 55 - Forks: 1

ryuikaneko/mps2rbm

Language: Python - Size: 11.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

PGelss/wave_train

A Python package for numerical quantum mechanics of chain-like systems based on tensor trains

Language: Python - Size: 3.34 MB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 8 - Forks: 3

AndreiChertkov/ttopt

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

Language: Python - Size: 629 KB - Last synced at: 3 months ago - Pushed at: about 2 years ago - Stars: 36 - Forks: 3

AndreiChertkov/tetradat

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

Language: Python - Size: 79.1 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

AndreiChertkov/fpcross

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

Language: Python - Size: 48.2 MB - Last synced at: 5 days ago - Pushed at: almost 2 years ago - Stars: 12 - Forks: 2

qotlabs/qtensor

Manipulate quantum states in the Tensor Train format

Language: Python - Size: 2.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 0 Bytes - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 0

karimhalaseh/Tensor-Network-Decompositions

Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)

Language: Python - Size: 59.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 0

Related Keywords
tensor-trains 11 tensor-train 7 tensor-decomposition 5 matrix-product-states 4 tensor-networks 3 low-rank-approximation 3 gradient-free-optimization 2 optimization 2 tensor-decomposition-algorithms 2 machine-learning 2 fokker-planck-equation 1 fokker-planck 1 neural-network 1 black-box-optimization 1 attribution-model 1 adversarial-examples 1 adversarial-attacks 1 optimization-methods 1 optimization-algorithm 1 multidimensional-arrays 1 discrete-optimization 1 fokker-planck-equations 1 fokkerplanck 1 matrix-product-density-operators 1 quantum-circuits 1 quantum-computer-simulator 1 quantum-information 1 algorithms 1 machine-learning-algorithms 1 tensor 1 tensor-factorization 1 tensor-network-decompositions 1 tensors 1 measure-transport 1 uncertainty-quantification 1 approximation-algorithms 1 surrogate-modelling 1 surrogate-models 1 computational-physics 1 cp-decomposition 1 mps 1 parafac 1 rbm 1 restricted-boltzmann-machine 1 restricted-boltzmann-machines 1 tensor-network 1 variational-monte-carlo 1 vmc 1 ehrenfest-dynamics 1 exciton-phonon-coupling 1 excitonic-energy-transport 1 excitons 1 low-rank-tensor-decomposition 1 phonons 1 quantum-classical-dynamics 1 quantum-dynamics 1 schroedinger-equation 1 slim-decomposition 1