tensor-decomposition | Topic | Ecosyste.ms: Repos

Topic: "tensor-decomposition"

tensorly/tensorly

TensorLy: Tensor Learning in Python.

Language: Python - Size: 16.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1,608 - Forks: 293

andrewssobral/lrslibrary

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

Language: MATLAB - Size: 61.8 MB - Last synced at: 29 days ago - Pushed at: about 2 years ago - Stars: 853 - Forks: 377

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.

Language: Julia - Size: 53 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 599 - Forks: 125

ITensor/ITensor

A C++ library for efficient tensor network calculations

Language: C++ - Size: 12.5 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 361 - Forks: 160

rballester/tntorch

Tensor Network Learning with PyTorch

Language: Python - Size: 2.16 MB - Last synced at: 3 days ago - Pushed at: 12 months ago - Stars: 295 - Forks: 42

hottbox/hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

Language: Python - Size: 877 KB - Last synced at: 9 months ago - Pushed at: over 5 years ago - Stars: 172 - Forks: 27

lucaslie/torchprune

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

Language: Shell - Size: 6.62 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 154 - Forks: 22

tnbar/awesome-tensorial-neural-networks

A thoroughly investigated survey for tensorial neural networks.

Size: 289 KB - Last synced at: about 1 hour ago - Pushed at: 4 months ago - Stars: 132 - Forks: 14

PGelss/scikit_tt

Tensor Train Toolbox

Language: Python - Size: 37.2 MB - Last synced at: 17 days ago - Pushed at: 17 days ago - Stars: 110 - Forks: 24

juliagusak/model-compression-and-acceleration-progress

Repository to track the progress in model compression and acceleration

Size: 110 KB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 20

huawei-noah/BHT-ARIMA

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

Language: Python - Size: 61.5 KB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 105 - Forks: 40

tnbar/tednet

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

Language: Python - Size: 313 KB - Last synced at: 22 days ago - Pushed at: about 3 years ago - Stars: 95 - Forks: 13

charleshm/deep-ctr

Language: Python - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 92 - Forks: 24

musco-ai/musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

Language: Jupyter Notebook - Size: 681 KB - Last synced at: 26 days ago - Pushed at: about 4 years ago - Stars: 71 - Forks: 16

ebigelow/tf-decompose

Tensor decomposition implemented in TensorFlow

Language: Python - Size: 206 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 63 - Forks: 13

pvti/Awesome-Tensor-Decomposition

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

Size: 352 KB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 62 - Forks: 7

ion-g-ion/torchTT

Tensor-Train decomposition in pytorch

Language: Python - Size: 1010 KB - Last synced at: 1 day ago - Pushed at: 3 months ago - Stars: 62 - Forks: 11

Einsums/Einsums

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

Language: C++ - Size: 31.6 MB - Last synced at: 8 days ago - Pushed at: 10 days ago - Stars: 59 - Forks: 9

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: 27 days ago - Pushed at: 10 months ago - Stars: 52 - Forks: 2

rballester/tthresh

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

Language: C++ - Size: 19.3 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 46 - Forks: 18

andrewssobral/tensor_toolbox

MATLAB Tensor Toolbox (by Tamara Kolda)

Language: Matlab - Size: 300 KB - Last synced at: 28 days ago - Pushed at: over 8 years ago - Stars: 40 - Forks: 21

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: about 22 hours ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 3

hottbox/hottbox-tutorials

:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 12

TensorDecompositions/NTFk.jl

Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering

Language: Julia - Size: 9.26 MB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 36 - Forks: 5

anabatsh/PROTES

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

Language: Python - Size: 14.6 MB - Last synced at: 15 days ago - Pushed at: 4 months ago - Stars: 32 - Forks: 3

hiroyuki-kasai/OLSTEC

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

Language: MATLAB - Size: 46.5 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 30 - Forks: 12

andrewssobral/ostd

Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

Language: MATLAB - Size: 65.1 MB - Last synced at: 28 days ago - Pushed at: about 4 years ago - Stars: 26 - Forks: 16

HUJI-Deep/Generative-ConvACs

Experiments from the article "Tensorial Mixture Models"

Language: Python - Size: 82 KB - Last synced at: about 1 month ago - Pushed at: about 7 years ago - Stars: 25 - Forks: 9

datamllab/pyten

Python Package for Tensor Completion Algorithms

Language: Python - Size: 2 MB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 24 - Forks: 8

cailab-tamu/scTenifoldNet

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

Language: R - Size: 1.11 GB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 23 - Forks: 4

rballester/ttrecipes

Metamodeling, sensitivity analysis and visualization using the tensor train format

Language: Python - Size: 4.37 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 4

andrewssobral/TDALAB

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

Language: Matlab - Size: 3.17 MB - Last synced at: about 1 month ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 9

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.

Language: Python - Size: 47.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 18 - Forks: 6

ma-compbio/Fast-Higashi

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

Language: Jupyter Notebook - Size: 1.12 MB - Last synced at: 6 months ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 5

androstj/tensor_rnn Fork of arkmagus/tensor_rnn

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

Language: Python - Size: 20.5 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 17 - Forks: 4

pvti/CORING

:ring: Efficient tensor decomposition-based filter pruning

Language: Jupyter Notebook - Size: 272 MB - Last synced at: 30 days ago - Pushed at: 11 months ago - Stars: 16 - Forks: 4

luffycodes/neptune

Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion

Language: Python - Size: 4.23 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 16 - Forks: 3

steverab/tensor-gmm

Implementation of learning a Gaussian mixture model using tensor decomposition.

Language: Jupyter Notebook - Size: 1.09 MB - Last synced at: 28 days ago - Pushed at: almost 8 years ago - Stars: 16 - Forks: 7

lanl/pyCP_APR

CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.

Language: Python - Size: 5.89 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7

dargilboa/mdma

PyTorch implementation of the Marginalizable Density Model Approximator

Language: Python - Size: 7.01 MB - Last synced at: about 1 year ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 1

UriaMorP/mprod_package

Software implementation for tensor-tensor m-product

Language: Python - Size: 1.6 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 13 - Forks: 5

suamin/LowFER

LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)

Language: Python - Size: 12.1 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 13 - Forks: 5

HUJI-Deep/caffe-simnets Fork of BVLC/caffe

The SimNets Architecture's Implementation in Caffe

Language: C++ - Size: 37.7 MB - Last synced at: about 2 years ago - Pushed at: over 8 years ago - Stars: 13 - Forks: 1

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: about 1 month ago - Pushed at: over 1 year ago - Stars: 12 - Forks: 1

kokikwbt/MLDS

Python implementation of multilinear dynamical systems for tensor time series (NIPS'13)

Language: Jupyter Notebook - Size: 879 KB - Last synced at: about 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 0

boutalbi/TensorClus

TensorClus, Tensor co-clustering, text mining, clustering, multiple graphs

Language: Jupyter Notebook - Size: 6.83 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 2

liuyuaa/GETD

Generalizing Tensor Decomposition for N-ary Relational Knowledge Bases

Language: Python - Size: 11.2 MB - Last synced at: 15 days ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 2

IntelLabs/ALTO

A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.

Language: C++ - Size: 58.6 KB - Last synced at: 8 days ago - Pushed at: 12 months ago - Stars: 9 - Forks: 8

toshas/tbasis

T-Basis: a Compact Representation for Neural Networks

Language: Python - Size: 1.42 MB - Last synced at: 22 days ago - Pushed at: almost 4 years ago - Stars: 9 - Forks: 1

tarujg/keras-deep-compression

Reducing the computational overhead of Deep CNNs through parameter pruning and tensor decomposition.

Language: Python - Size: 16 MB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 9 - Forks: 2

musco-ai/musco-tf

MUSCO: Multi-Stage COmpression of neural networks

Language: Python - Size: 85.9 KB - Last synced at: 28 days ago - Pushed at: over 4 years ago - Stars: 8 - Forks: 2

chaomai/ParaTen

Tensor on Spark.

Language: Scala - Size: 525 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 8 - Forks: 1

masatoi/cl-tensor-decomposition

A tensor decomposition library for Common Lisp which support sparse tensor.

Language: Common Lisp - Size: 77.1 KB - Last synced at: 10 months ago - Pushed at: 10 months ago - Stars: 7 - Forks: 0

jindrichmynarz/dissertation

My dissertation

Language: TeX - Size: 9.92 MB - Last synced at: 19 days ago - Pushed at: almost 7 years ago - Stars: 7 - Forks: 1

thanhtbt/tensor_tracking_survey

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

Size: 528 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2

simonepiaggesi/hosgns

Data and code repository from "Time-varying graph representation learning via higher-order skip-gram with negative sampling"

Language: Jupyter Notebook - Size: 111 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

lanl/pyQBTNs

Python Quantum Boolean Tensor Networks

Language: Python - Size: 6.7 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1

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: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0

ypleong/SeALS

Solving high dimensional HJB equation using tensor decomposition

Language: Mathematica - Size: 12.3 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 5

andrewssobral/nway

N-way Toolbox for MATLAB (by Rasmus Bro)

Language: Matlab - Size: 3.5 MB - Last synced at: 28 days ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 7

K0EKJE/CNN_compression_with_Tensor_Decomposition

Research in compressing convolutional layers of CNN with tensor decomposition

Language: Python - Size: 992 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 0

tagtag/TDbasedUFE

This is a R package that intends to perform all the features possible by tensor decomposition based unsupervised feature extraction

Language: R - Size: 2.01 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 5 - Forks: 0

ycq091044/MTC

KDD2021: Code for MTC algorithm. We use coarse granular data and partially observed data to (low-rank) recover the fine granular data.

Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2

marchinilab/SDA4D

R package SDA4D for performing 4-dimensional sparse Bayesian tensor decomposition

Language: R - Size: 215 KB - Last synced at: 7 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

fburic/candia

Canonical Decomposition of Data-Independent-Acquired Spectra

Language: Python - Size: 2.55 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 2

aafshar/COPA

Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"

Language: Matlab - Size: 955 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 5 - Forks: 3

gmishne/pyquest Fork of hgfalling/pyquest

pyquest: diffusion analysis of transposable arrays

Language: Jupyter Notebook - Size: 16.3 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 5 - Forks: 3

PrasannaPulakurthi/MMD-AdversarialNAS

Enhancing GAN Performance Through Neural Architecture Search and Tensor Decomposition

Language: Python - Size: 9.53 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 4 - Forks: 1

zhangkaifang/cp_decomposition

Matrix&Tensor decomposition

Language: Python - Size: 17.6 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 4 - Forks: 0

LinjianMa/pairwise-perturbation

Pairwise Perturbation: an efficient numerical algorithm for alternating least squares in tensor decompositions

Language: C++ - Size: 2.19 MB - Last synced at: 7 months ago - Pushed at: almost 5 years ago - Stars: 4 - Forks: 2

andrewssobral/TT-Toolbox Fork of oseledets/TT-Toolbox

TT-Toolbox (by Oseledets et al.)

Language: Matlab - Size: 64.3 MB - Last synced at: 12 months ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 3

deepomicslab/SCOIT

SCOIT is an implementation of a probabilistic tensor decomposition framework for single-cell multi-omics data integration.

Language: Python - Size: 10.9 MB - Last synced at: 28 days ago - Pushed at: 5 months ago - Stars: 3 - Forks: 0

AnnabelleGillet/MuLOT

Implementation of tensor decompositions in Scala

Language: Scala - Size: 141 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 3 - Forks: 0

SmartTensors/PhysicsInformedML.jl

Physics-informed Machine Learning

Language: Julia - Size: 26.5 MB - Last synced at: 4 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0

snapfinger/SRSCPD_Python

Scalable and Robust Tensor Decomposition of Spontaneous Stereotactic EEG Data

Language: Python - Size: 387 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

philip-bl/tensor_decompositions

My research on tensor decompositions and their applications to machine learning.

Language: Jupyter Notebook - Size: 4.93 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 3 - Forks: 0

bangtianliu/mttkrp-gpu

Language: C++ - Size: 631 KB - Last synced at: 11 months ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 2

lwelzel/tide

Direct Exoplanet Imaging with Tensor Decompositions

Language: Python - Size: 52.7 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 2 - Forks: 0

mhmdjouni/MultiHU-TD-Python

MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition

Language: Python - Size: 101 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

thanhtbt/ATT

[EUSIPCO 2020] "Adaptive Algorithms for Tensor Train Decomposition of Streaming Tensors". In 28th European Signal Processing Conference, 2020.

Language: MATLAB - Size: 665 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 2 - Forks: 1

wangdeqing/Inexact_Alternating_Proximal_Gradient

An inexact alternating proximal gradient algorithm for nonnegative CP tensor decomposition

Language: MATLAB - Size: 2.81 MB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

marchinilab/SDAtools

A user friendly R package for working with SDA

Language: R - Size: 901 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 2 - Forks: 0

effrosyni-papanastasiou/class-cp

Extension for the CP decomposition algorithm.

Language: Python - Size: 3.68 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 2 - Forks: 0

ddfabbro/caffe-tucker-decomposition

Caffe implementation of tucker tensor decomposition for convolutional layers

Language: Python - Size: 18.6 KB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 2 - Forks: 2

act65/FAT

Functional linear algebra.

Language: Jupyter Notebook - Size: 376 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 2 - Forks: 1

iamjagdeesh/Movie-Data-Analysis-Recommendation-Classification

Demonstration of vectorization of movies, recommendation using collaborative filtering and classification.

Language: Python - Size: 1.37 MB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 1

PrasannaPulakurthi/MMD-PMish-NAS

Enhancing GANs with MMD Neural Architecture Search, PMish Activation Function, and Adaptive Rank Decomposition

Language: Python - Size: 9.69 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 1 - Forks: 0

saezlab/ccc_protocols

LIANA x Tensor-cell2cell Protocols

Language: Jupyter Notebook - Size: 168 MB - Last synced at: 27 days ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 3

lwelzel/td-viz

Visualization of Tensor Decompositions

Language: TeX - Size: 24.4 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

HangZheng98/Coarray-Tensor-Completion-for-DOA-Estimation

MATLAB code for the coarray tensor completion-based 2-D DOA estimation algorithm

Language: MATLAB - Size: 386 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 1 - Forks: 2

IlyaKisil/ijcnn-2019

:mortar_board: International Joint Conference on Neural Networks (IJCNN) 14-19 July 2019 || Materials for the tutorial "Tensor Decompositions for Big Data Analytics: Trends and Applications"

Language: Jupyter Notebook - Size: 7.7 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

MaksimEkin/RFoT

Random Forest of Tensors (RFoT) is a tensor decomposition based ensemble semi-supervised classifier.

Language: Python - Size: 8.66 MB - Last synced at: about 1 month ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 1

tomaszsadowski/Data-Completion-Toolbox-matlab

Toolbox allows to test and compare methods for Image Completion and Data Completion problems in Matlab. Presented methods use various Nonnegative Matrix Factorization and Tensor decomposition algorithms. It was based on research performed during realization of PhD.

Language: MATLAB - Size: 812 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 0