#

tensor-decomposition

Here are 63 public repositories matching this topic...

andrewssobral / lrslibrary

Star

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

Star

Open

Incorrect -2*beta term in website ITensor book TRG page?

emstoudenmire commented Sep 21, 2019

From forum user skuhn:
Isn't there a @@ -2\beta @@ too much in the formula for @@ \ln(Z)/N_s @@? Since @@ \ln(Z)/N_s @@ should be @@ -\beta F @@ with @@ F @@ the free energy density, this should go as shown here: https://en.wikipedia.org/wiki/Square-lattice_Ising_model#Exact_solution
Indeed, if I remove the @@ -2\beta @@ from the formula and compare the output of ITensor for various temperatu

Read more

Documentation

Open

Need documentation for gateTEvol

hottbox / hottbox

Star

HOTTBOX: Higher Order Tensors ToolBOX.

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

Updated Jan 31, 2020
Python

ITensor / ITensors.jl

Star

Open

Finish docs

mtfishman commented Apr 16, 2020

Here is an issue to keep track of things to do related to documentation.

Add instructions on installing MKL with the MKL package.
Add instructions for turning on/off debug checking (as explained here: #323).
Add instructions on developing ITensors.jl, for example using the dev ITensors command and using Revise.
Add instructions on installing OhMyREPL for syntax high

Read more

documentation

Open

Implement fancier indexing for MPO/MPS

1

Open

Syntax highlighting messed up in README

1

rballester / tntorch

Star

Tensor Network Learning with PyTorch

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

Updated Jul 11, 2020
Python

charleshm / deep-ctr

Star

deep-learning factorization-machines tensor-decomposition

Updated Jan 8, 2018
Python

Large-Scale-Tensor-Decomposition / tensorD

Star

tensor decomposition

tensorflow tensor-decomposition

Updated Jun 23, 2019
Python

ebigelow / tf-decompose

Star

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

Star

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 May 27, 2020
Jupyter Notebook

hottbox / hottbox-tutorials

Star

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

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

Updated Jul 8, 2018
Jupyter Notebook

huawei-noah / BHT-ARIMA

Star

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

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

Updated Feb 28, 2020
Python

HUJI-Deep / Generative-ConvACs

Star

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

PGelss / scikit_tt

Star

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 Jul 4, 2020
Python

juliagusak / model-compression-and-acceleration-progress

Star

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 Jun 30, 2020

andrewssobral / tensor_toolbox

Star

MATLAB Tensor Toolbox (by Tamara Kolda)

matlab tensor-factorization tensors matlab-toolbox tensor-decomposition

Updated Feb 8, 2017
MATLAB

hiroyuki-kasai / OLSTEC

Star

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

Star

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 Jul 11, 2020
Julia

andrewssobral / ostd

Star

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

HUJI-Deep / caffe-simnets

Star

The SimNets Architecture's Implementation in Caffe

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

Updated Nov 23, 2016
C++

rballester / tthresh

Star

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

compression tensor-decomposition hosvd tucker-decomposition tensor-compression

Updated Sep 5, 2019
C++

rballester / ttrecipes

Star

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

steverab / tensor-gmm

Star

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

andrewssobral / TDALAB

Star

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

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

Updated Jan 30, 2018
MATLAB

BFI-MFM / mfm-dev

Star

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

androstj / tensor_rnn

Star

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

datamllab / pyten

Star

Python Package for Tensor Completion Algorithms

tensor-factorization tensor tensor-decomposition tensor-completion

Updated Nov 6, 2019
Python

NMRQLresearch / tanalysis

Star

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

ypleong / SeALS

Star

Solving high dimensional HJB equation using tensor decomposition

optimal-control tensor-decomposition bellman-equation

Updated Jan 18, 2018
Mathematica

musco-ai / musco-tf

Star

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 Oct 27, 2019
Python

chaomai / ParaTen

Star

Tensor on Spark.

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

Updated May 18, 2017
Scala

Improve this page

Add a description, image, and links to the tensor-decomposition topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the tensor-decomposition topic, visit your repo's landing page and select "manage topics."

You can’t perform that action at this time.