tensor-decomposition

Here are 68 public repositories matching this topic...

andrewssobral / lrslibrary

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

matlab matrix matrix-factorization tensor lin rpca matrix-completion tensor-decomposition subspace-tracking subspace-learning zhou

Updated Apr 23, 2020
MATLAB

ITensor / ITensor

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A C++ library for efficient tensor network calculations

chemistry physics tensors tensor-decomposition

Updated Jan 18, 2021
C++

ITensor / ITensors.jl

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A Julia library for efficient tensor computations and tensor network calculations

physics peps matrix-product-states dmrg tensors tensor-decomposition tensor-networks tensor-train

Updated Jan 19, 2021
Julia

hottbox / hottbox

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HOTTBOX: Higher Order Tensors ToolBOX.

data toolbox tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

Updated Jan 31, 2020
Python

rballester / tntorch

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Tensor Network Learning with PyTorch

learning data-science pytorch tensors tensor-decomposition cp-decomposition tensor-networks tensor-train tucker-decomposition

Updated Dec 8, 2020
Python

charleshm / deep-ctr

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deep-learning factorization-machines tensor-decomposition

Updated Jan 8, 2018
Python

Large-Scale-Tensor-Decomposition / tensorD

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tensor decomposition

tensorflow tensor-decomposition

Updated Jun 23, 2019
Python

juliagusak / model-compression-and-acceleration-progress

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Repository to track the progress in model compression and acceleration

acceleration compression neural-network pruning knowledge-distillation tensor-decomposition architecture-search low-rank sparsification

Updated Dec 17, 2020

ebigelow / tf-decompose

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Tensor decomposition implemented in TensorFlow

machine-learning tensorflow machine-learning-algorithms tensor-factorization tensor-decomposition cp-decomposition

Updated Mar 21, 2019
Python

musco-ai / musco-pytorch

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MUSCO: MUlti-Stage COmpression of neural networks

deep-neural-networks pytorch tensor-decomposition cp-decomposition tucker model-compression network-acceleration model-acceleration truncated-svd network-compression low-rank vbmf

Updated Dec 16, 2020
Jupyter Notebook

huawei-noah / BHT-ARIMA

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

time-series tensor-factorization tensor-decomposition arima-forecasting

Updated Oct 5, 2020
Python

PGelss / scikit_tt

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Tensor Train Toolbox

data-driven dynamical-systems als tensor dmrg tensor-decomposition scikit mandy tensor-train dynamic-mode-decomposition tensor-network mals slim-decomposition extended-dynamic-mode-decomposition

Updated Nov 7, 2020
Python

hottbox / hottbox-tutorials

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📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

tutorials tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

Updated Jul 8, 2018
Jupyter Notebook

HUJI-Deep / Generative-ConvACs

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Experiments from the article "Tensorial Mixture Models"

caffe research deep-learning neural-network article generative-model missing-data tensor experiments tensor-decomposition

Updated Apr 4, 2018
Python

hiroyuki-kasai / OLSTEC

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

matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition tensor-cp-decomposition grasta grouse petrels

Updated Jun 1, 2018
MATLAB

TensorDecompositions / NTFk.jl

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

machine-learning sparsity feature-extraction unsupervised-learning kmeans-clustering tensor-decomposition cp-decomposition blind-source-separation tensor-networks hosvd tucker-decomposition

Updated Jan 13, 2021
Julia

andrewssobral / tensor_toolbox

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MATLAB Tensor Toolbox (by Tamara Kolda)

matlab tensor-factorization tensors matlab-toolbox tensor-decomposition

Updated Feb 8, 2017
MATLAB

andrewssobral / ostd

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Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences

matlab tensor background-subtraction tensor-decomposition multispectral-video-sequences multispectral-images

Updated Mar 7, 2020
MATLAB

rballester / ttrecipes

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Metamodeling, sensitivity analysis and visualization using the tensor train format

visualization sensitivity-analysis anova tensor-decomposition tensor-train sobol-method tensor-approximation

Updated May 23, 2019
Python

datamllab / pyten

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Python Package for Tensor Completion Algorithms

tensor-factorization tensor tensor-decomposition tensor-completion

Updated Nov 6, 2019
Python

steverab / tensor-gmm

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Implementation of learning a Gaussian mixture model using tensor decomposition.

machine-learning gaussian-mixture-models tensors tensor-decomposition power-method method-of-moments

Updated May 29, 2017
Jupyter Notebook

rballester / tthresh

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

compression tensor-decomposition hosvd tucker-decomposition tensor-compression

Updated Sep 3, 2020
C++

HUJI-Deep / caffe-simnets

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The SimNets Architecture's Implementation in Caffe

caffe deep-learning neural-network generative-model research-project tensors tensor-decomposition

Updated Nov 23, 2016
C++

andrewssobral / TDALAB

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

tensor-factorization multidimensional-arrays tensor-decomposition tensor-toolbox

Updated Jan 30, 2018
MATLAB

androstj / tensor_rnn

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

machine-learning deep-learning neural-network pytorch recurrent-neural-networks tensor-factorization tensor-decomposition cp-decomposition tucker

Updated Jun 4, 2018
Python

BFI-MFM / mfm-dev

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MFM community development code

matlab automatic-differentiation differential-equations sde pde tensor-decomposition financial-markets chebyshev financial-institutions macroeconomics bvp shock-elasticity dimedimensionality-reduction

Updated Sep 13, 2017
MATLAB

NMRQLresearch / tanalysis

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A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context

data-science machine-learning condensed-matter tensor-decomposition

Updated Sep 13, 2017
Jupyter Notebook

musco-ai / musco-tf

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MUSCO: Multi-Stage COmpression of neural networks

deep-neural-networks tensorflow tensor-decomposition cp-decomposition tucker low-rank-approximation truncated-svd network-compression vbmf musco cnn-compresion cnn-acceleration

Updated Jan 7, 2021
Python

chaomai / ParaTen

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Tensor on Spark.

scala spark tensor-factorization tensor multidimensional-arrays type-level-programming tensor-decomposition cp-decomposition

Updated May 18, 2017
Scala

TensorDecompositions / NTNk.jl

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

feature-extraction tensor-factorization hierarchical unsupervised-learning tensor-decomposition cp-decomposition blind-source-separation tensor-networks tensor-train tensor-analysis tucker-decomposition

Updated Dec 24, 2020
Julia

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