tensor-train
There are 44 repositories under tensor-train topic.
ITensor/ITensors.jl
A Julia library for efficient tensor computations and tensor network calculations. ITensor is supported by the Simons Foundation's Flatiron Institute.
rballester/tntorch
Tensor Network Learning with PyTorch
Bihaqo/t3f
Tensor Train decomposition on TensorFlow
PGelss/scikit_tt
Tensor Train Toolbox
shareloqs/MPSDynamics.jl
Tensor network simulations for finite temperature, open quantum system dynamics
ion-g-ion/torchTT
Tensor-Train decomposition in pytorch
dsuess/mpnum
Matrix Product Representation library for Python
AndreiChertkov/teneva
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
khakhulin/compressed-transformer
Compression of NMT transformer model with tensor methods
pvti/Awesome-Tensor-Decomposition
😎 A curated list of tensor decomposition resources for model compression.
AndreiChertkov/ttopt
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
anabatsh/PROTES
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
dsuess/mptikz
LuaTeX extension for graphical tensor notation
onucharles/tensorized-rnn
A fully tensorized recurrent neural network using tensor-train decomposition
ivanvovk/compressed-tacotron2-pytorch
Compressed version of Tacotron 2 using Tensor Train + Waveglow.
rballester/ttrecipes
Metamodeling, sensitivity analysis and visualization using the tensor train format
arkmagus/tensor_rnn
An implementation of various tensor-based decomposition for NN & RNN parameters
thanhtbt/tensor_tracking_survey
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
lanl/pyDNTNK
Python Distributed Non Negative Tensor Networks
joshuabmoore/MPSTime.jl
A Julia package for Matrix-Product State (MPS)-based time-series analysis.
KennethBenicio/MSc-Multilinear-Algebra
Collection of basic and advanced Tensor Algebra operations using Matlab and Python.
AndreiChertkov/fpcross
Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation
ivannz/ttmodule
A take on the Tensor Train decomposition
thanhtbt/ATT-miss
[SP 2024] A Novel Recursive Least-Squares Adaptive Method For Streaming Tensor-Train Decomposition With Incomplete Observations. In Elsevier Signal Processing, 2024.
antoine311200/Syngular
A Tensor Network package for Machine Learning and Quantum Computing in Python.
iabs-neuro/mango
🥭 MANGO: Maximization of neural Activation via Non-Gradient Optimization
philip-bl/tensor_train_rnn
Replace some weights matrices of linear layers of RNNs with matrices in tensor train format. Get better generalization and a lot less parameters.
lanl/pyQBTNs
Python Quantum Boolean Tensor Networks
MaxenceGiraud/TensorTemporalKG
Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]
daskol/protes
PRobability Optimizer with TEnsor Sampling (PROTES) is an optimization algorithm based on tensor train decomposition.
karimhalaseh/Tensor-Network-Decompositions
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
lwelzel/td-viz
Visualization of Tensor Decompositions
thanhtbt/ATT
[EUSIPCO 2020] "Adaptive Algorithms for Tensor Train Decomposition of Streaming Tensors". In 28th European Signal Processing Conference, 2020.
AndreiChertkov/tetradat
Black-box adversarial attacks on deep neural networks with tensor train (TT) decomposition and PROTES optimizer.
antoine311200/BSDE-tensor-networks
Parabolic PDE resolution with Tensor Networks using Backward-Forward Stochastic Differential Equations