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
