tensor-decomposition

andrewssobral/lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

ITensor/ITensors.jl

A Julia library for efficient tensor computations and tensor network calculations. ITensors.jl is supported by the Simons Foundation's Flatiron Institute.

ITensor/ITensor

A C++ library for efficient tensor network calculations

rballester/tntorch

Tensor Network Learning with PyTorch

hottbox/hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

lucaslie/torchprune

A research library for pytorch-based neural network pruning, compression, and more.

tnbar/awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

PGelss/scikit_tt

Tensor Train Toolbox

huawei-noah/BHT-ARIMA

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

juliagusak/model-compression-and-acceleration-progress

Repository to track the progress in model compression and acceleration

tnbar/tednet

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

charleshm/deep-ctr

musco-ai/musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

ebigelow/tf-decompose

Tensor decomposition implemented in TensorFlow

Einsums/Einsums

Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.

ion-g-ion/torchTT

Tensor-Train decomposition in pytorch

pvti/Awesome-Tensor-Decomposition

😎 A curated list of tensor decomposition resources for model compression.

AndreiChertkov/teneva

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

rballester/tthresh

C++ compressor for multidimensional grid data using the Tucker decomposition

andrewssobral/tensor_toolbox

MATLAB Tensor Toolbox (by Tamara Kolda)

hiroyuki-kasai/OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

hottbox/hottbox-tutorials

:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

anabatsh/PROTES

Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.

AndreiChertkov/ttopt

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

datamllab/pyten

Python Package for Tensor Completion Algorithms

andrewssobral/ostd

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

HUJI-Deep/Generative-ConvACs

Experiments from the article "Tensorial Mixture Models"

thanhtbt/tensor_tracking_survey

[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis

cailab-tamu/scTenifoldNet

A R/MATLAB package to construct and compare gene regulatory networks from single-cell transcriptomic data

rballester/ttrecipes

Metamodeling, sensitivity analysis and visualization using the tensor train format

twinkle0331/Xcompression

[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)

andrewssobral/TDALAB

A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis

lanl/T-ELF

Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.

ma-compbio/Fast-Higashi

single-cell Hi-C, scHi-C, Hi-C, 3D genome, nuclear organization, tensor decomposition

androstj/tensor_rnn

An implementation of various tensor-based decomposition for NN & RNN parameters