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Topic: "cp-decomposition"

rballester/tntorch

Tensor Network Learning with PyTorch

Language: Python - Size: 2.16 MB - Last synced at: 5 days ago - Pushed at: 12 months ago - Stars: 295 - Forks: 42

musco-ai/musco-pytorch

MUSCO: MUlti-Stage COmpression of neural networks

Language: Jupyter Notebook - Size: 681 KB - Last synced at: 28 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

Einsums/Einsums

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

Language: C++ - Size: 31.6 MB - Last synced at: 9 days ago - Pushed at: 12 days ago - Stars: 59 - Forks: 9

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

sandialabs/pyttb

Python Tensor Toolbox

Language: Python - Size: 1.24 MB - Last synced at: about 6 hours ago - Pushed at: 26 days ago - Stars: 33 - Forks: 14

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

erichson/rTensor

Randomized Tensor Decompositions

Language: Python - Size: 37.1 KB - Last synced at: almost 2 years ago - Pushed at: over 8 years ago - Stars: 23 - Forks: 8

arkmagus/tensor_rnn

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

Language: Python - Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 7 years ago - Stars: 19 - Forks: 9

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

musco-ai/musco-tf

MUSCO: Multi-Stage COmpression of neural networks

Language: Python - Size: 85.9 KB - Last synced at: 30 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

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

thanhtbt/ROLCP

[IEEE ICASSP 2021] "A fast randomized adaptive CP decomposition for streaming tensors". In 46th IEEE International Conference on Acoustics, Speech, & Signal Processing, 2021.

Language: MATLAB - Size: 379 KB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 4 - Forks: 1

thanhtbt/Tensor_Tracking

[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.

Language: MATLAB - Size: 3.4 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 2 - Forks: 1

MaxenceGiraud/TensorTemporalKG

Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]

Language: Python - Size: 7.4 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

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

thanhle88/streaming-tensor-decompositions Fork of thanhtbt/tensor_tracking_survey

A list of up-to-date and on-going papers on streaming,adaptive,online,incremental tensor decompositions, tensor tracking, dynamic tensor analysis

Size: 360 KB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

agamgoy-research/NCPD-Dynamics

"Tensor Decomposition to Capture Spatiotemporal Patterns of Coupled Oscillator and Opinion Dynamics" by Agam Goyal and Hanbaek Lyu

Language: Python - Size: 721 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

OsmanMalik/TNS

Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"

Language: MATLAB - Size: 17.6 KB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

Related Topics
tensor-decomposition 13 tucker-decomposition 8 tucker 5 tensor 5 pytorch 5 tensor-train 5 machine-learning 5 tensors 4 tensor-factorization 4 tensor-networks 3 adaptive-algorithm 2 data-science 2 streaming-data 2 vbmf 2 tensor-decomposition-algorithms 2 truncated-svd 2 network-compression 2 missing-data 2 online-learning 2 deep-learning 2 tensorflow 2 machine-learning-algorithms 2 deep-neural-networks 2 streaming-data-processing 2 randomized-algorithms 2 hosvd 2 tensor-ring-decomposition 2 type-level-programming 1 time-series-analysis 1 cpp 1 cpp20 1 dense-matrices 1 einsum 1 snl-data-analysis 1 spark 1 scala 1 multidimensional-arrays 1 rnn 1 compression 1 bcd 1 online-learning-algorithms 1 opinion-dynamics 1 scr-2671 1 python 1 network-acceleration 1 model-compression 1 model-acceleration 1 low-rank 1 learning 1 musco 1 low-rank-approximation 1 cnn-compresion 1 cnn-acceleration 1 tensor-contraction 1 scientific-computing 1 matrix-library 1 matrix-computations 1 matrix 1 linear-algebra 1 nonnegative-tensor-decomposition 1 background-subtraction 1 tsvd 1 tensor-analysis 1 parafac 1 outliers-detection 1 block-term-decomposition 1 baysian-inference 1 adaptive-learning 1 streaming-tensor-decompositions 1 online-algorithms 1 recurrent-neural-networks 1 neural-network 1 fake-news 1 unsupervised-learning 1 sparsity 1 kmeans-clustering 1 feature-extraction 1 blind-source-separation 1 coupled-oscillators 1 tensor-ring 1 temporal 1 link-prediction 1 knowledge-graph 1 icews 1 tensor-cp-decomposition 1 subspace-learning 1 stochastic-gradient-descent 1 sequential-data-analysis 1 petrels 1 matrix-factorization 1 matrix-completion 1 low-rank-factorization 1 large 1 grouse 1 grasta 1 gradient-descent-algorithm 1