tensor-decomposition

Here are 107 public repositories matching this topic...

tensorly / tensorly

TensorLy: Tensor Learning in Python.

python machine-learning mxnet tensorflow numpy regression pytorch decomposition tensor-factorization tensor tensor-algebra tensorly tensor-learning tensor-decomposition cupy tensor-methods jax tensor-regression

Updated Mar 17, 2023
Python

andrewssobral / lrslibrary

Star

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

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

Updated Mar 15, 2023
MATLAB

ITensor / ITensors.jl

Star

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 Mar 20, 2023
Julia

ITensor / ITensor

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A C++ library for efficient tensor network calculations

chemistry physics tensors tensor-decomposition

Updated May 25, 2022
C++

rballester / tntorch

Star

Tensor Network Learning with PyTorch

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

Updated Mar 16, 2023
Python

hottbox / hottbox

Star

HOTTBOX: Higher Order Tensors ToolBOX.

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

Updated Jan 31, 2020
Python

lucaslie / torchprune

Star

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

machine-learning sparsity compression deep-learning pytorch neural-networks pruning tensor-decomposition neural-architecture-search weight-pruning sparsification filter-pruning tinyml generalization-ability coresets pruning-algorithms

Updated Nov 28, 2022
Shell

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 Jun 19, 2021

charleshm / deep-ctr

Star

deep-learning factorization-machines tensor-decomposition

Updated Jan 8, 2018
Python

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 Jun 8, 2021
Python

Large-Scale-Tensor-Decomposition / tensorD

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tensor decomposition

tensorflow tensor-decomposition

Updated Jun 23, 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 Feb 16, 2021
Jupyter Notebook

PGelss / scikit_tt

Star

Tensor Train Toolbox

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

Updated Jan 19, 2023
Python

tnbar / tednet

Star

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

deep-neural-networks pytorch artificial-intelligence tensor-decomposition

Updated Apr 6, 2022
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

rballester / tthresh

Star

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

compression tensor-decomposition hosvd tucker-decomposition tensor-compression

Updated Dec 29, 2022
C++