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290

1.6k

other

45

TensorLy: Tensor Learning in Python.

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

Created 2016-10-21

1,986 commits to main branch, last one 7 days ago

lrslibrary andrewssobral

378

844

unknown

63

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

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

Created 2014-11-07

88 commits to master branch, last one about a year ago

ITensors.jl ITensor

125

557

apache-2.0

24

A Julia library for efficient tensor computations and tensor network calculations

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

Created 2019-07-19

3,265 commits to main branch, last one 17 days ago

ITensor ITensor

164

370

apache-2.0

40

A C++ library for efficient tensor network calculations

physics tensors chemistry tensor-decomposition

Created 2011-08-11

4,105 commits to v3 branch, last one about a year ago

tntorch rballester

42

287

lgpl-3.0

10

Tensor Network Learning with PyTorch

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

Created 2018-09-16

266 commits to main branch, last one 7 months ago

torchprune lucaslie

24

160

mit

5

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

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

Created 2020-02-14

12 commits to main branch, last one 2 years ago

awesome-tensorial-neural-networks tnbar

14

118

mit

4

A thoroughly investigated survey for tensorial neural networks.

quamtum machine-learning deep-neural-networks tensor-decomposition artificial-intelligence

Created 2023-01-10

26 commits to main branch, last one about a year ago

scikit_tt PGelss

25

106

lgpl-3.0

7

Tensor Train Toolbox

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

Created 2018-11-23

813 commits to master branch, last one 11 days ago

BHT-ARIMA huawei-noah

39

105

mit

4

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

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

Created 2020-02-25

12 commits to master branch, last one 3 years ago

model-compression-and-acceleration-progress juliagusak

20

105

unknown

8

Repository to track the progress in model compression and acceleration

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

Created 2019-06-05

45 commits to master branch, last one 4 years ago

tednet tnbar

12

91

mit

3

TedNet: A Pytorch Toolkit for Tensor Decomposition Networks

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

Created 2020-12-04

95 commits to main branch, last one 2 years ago

musco-pytorch musco-ai

16

71

bsd-3-clause

9

MUSCO: MUlti-Stage COmpression of neural networks

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

Created 2019-05-08

59 commits to master branch, last one 3 years ago

torchTT ion-g-ion

10

54

mit

4

Tensor-Train decomposition in pytorch

python3 pytorch tensor-train tensor-decomposition

Created 2021-12-14

164 commits to main branch, last one 16 days ago

Einsums Einsums

7

49

mit

6

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

cpp cpp20 einsum matrix tensor tensors dense-matrices linear-algebra matrix-library cp-decomposition tensor-contraction matrix-computations scientific-computing tensor-decomposition tucker-decomposition

Created 2022-01-12

512 commits to main branch, last one about a month ago

teneva AndreiChertkov

2

45

mit

2

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

tensor-train tensor-trains surrogate-models surrogate-modelling tensor-decomposition low-rank-approximation approximation-algorithms tensor-decomposition-algorithms

Created 2020-11-25

739 commits to master branch, last one 6 months ago

ttopt AndreiChertkov

3

32

mit

2

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

optimization tensor-train tensor-trains optimization-methods tensor-decomposition discrete-optimization optimization-algorithm multidimensional-arrays gradient-free-optimization tensor-decomposition-algorithms

Created 2022-08-15

31 commits to master branch, last one about a year ago

Awesome-Tensor-Decomposition pvti

2

30

gpl-3.0

1

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

svd tensor-train model-compression tensor-decomposition tucker-decomposition low-rank-factorization tensor-ring-decomposition singular-value-decomposition canonical-polyadic-decomposition

Created 2023-04-29

134 commits to main branch, last one 8 days ago

PROTES anabatsh

3

30

unknown

4

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

optimization tensor-train tensor-decomposition discrete-optimization multidimensional-arrays gradient-free-optimization

Created 2023-02-09

101 commits to main branch, last one 18 days ago