cp-decomposition

There are 0 repository under cp-decomposition topic.

rballester / tntorch
Tensor Network Learning with PyTorch
tensors pytorch learning tensor-networks tucker-decomposition tensor-train cp-decomposition tensor-decomposition data-science
Language:Python 281
musco-ai / musco-pytorch
MUSCO: MUlti-Stage COmpression of neural networks
pytorch network-compression tensor-decomposition tucker cp-decomposition truncated-svd vbmf low-rank deep-neural-networks network-acceleration model-compression model-acceleration
Language:Jupyter Notebook 73
ebigelow / tf-decompose
Tensor decomposition implemented in TensorFlow
machine-learning machine-learning-algorithms tensorflow tensor-decomposition tensor-factorization cp-decomposition
Language:Python 63
Einsums / Einsums
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
einsum cpp tensor dense-matrices linear-algebra matrix matrix-computations matrix-library cp-decomposition tensor-decomposition tucker-decomposition tensor-contraction scientific-computing tensors cpp20
Language:C++ 39
hiroyuki-kasai / OLSTEC
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
subspace-learning tensor-cp-decomposition tensor-decomposition matrix-factorization matrix-completion low-rank-factorization online-learning stochastic-gradient-descent gradient-descent-algorithm background-subtraction grasta grouse petrels cp-decomposition tensor large machine-learning machine-learning-algorithms sequential-data-analysis
Language:MATLAB 32
erichson / rTensor
Randomized Tensor Decompositions
tensor cp-decomposition bcd
Language:Python 29
arkmagus / tensor_rnn
An implementation of various tensor-based decomposition for NN & RNN parameters
deep-learning rnn pytorch machine-learning compression tensor-train cp-decomposition tucker tensor
Language:Python 20
sandialabs / pyttb
Python Tensor Toolbox
cp-decomposition data-science python scr-2671 snl-data-analysis tensors tucker-decomposition
Language:Python 19
androstj / tensor_rnn
An implementation of various tensor-based decomposition for NN & RNN parameters
deep-learning recurrent-neural-networks tensor-decomposition tensor-factorization neural-network pytorch machine-learning cp-decomposition tucker
Language:Python 18
chaomai / ParaTen
Tensor on Spark.
scala tensor cp-decomposition spark tensor-decomposition type-level-programming tensor-factorization multidimensional-arrays
Language:Scala 8
musco-ai / musco-tf
MUSCO: Multi-Stage COmpression of neural networks
musco tensorflow network-compression tensor-decomposition tucker cp-decomposition truncated-svd vbmf low-rank-approximation deep-neural-networks cnn-compresion cnn-acceleration
Language:Python 8
thanhtbt / tensor_tracking_survey
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
streaming-data-processing tensor-decomposition baysian-inference cp-decomposition hosvd missing-data outliers-detection tensor-train tsvd parafac adaptive-learning online-learning tensor-analysis tensor-factorization tensor-networks tensor-ring-decomposition block-term-decomposition tucker-decomposition
8
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.
tensor-decomposition-algorithms randomized-algorithms adaptive-algorithm streaming-data-processing cp-decomposition online-learning-algorithms
Language:MATLAB 7
MaxenceGiraud / TensorTemporalKG
Implementation of TuckERT [Shao,Yang,Zhang et al.] [arXiv:2011.07751] [2020]
knowledge-graph temporal tensors tensor-ring tensor-train cp-decomposition tucker tucker-decomposition link-prediction pytorch icews
Language:Python 6
thanhtbt / Tensor_Tracking
[Patterns 2023] Tracking Online Low-Rank Approximations of Higher-Order Incomplete Streaming Tensors. In Patterns (Cell Press) 2023.
streaming-data tensor-decomposition-algorithms adaptive-algorithm cp-decomposition online-algorithms tucker-decomposition streaming-tensor-decompositions
Language:MATLAB 4
OsmanMalik / TNS
Code for our preprint paper titled "Sampling-Based Decomposition Algorithms for Arbitrary Tensor Networks"
cp-decomposition randomized-algorithms tensor-decomposition tensor-ring-decomposition
Language:MATLAB 3
agamgoy-research / NCPD-Dynamics
"Tensor Decomposition to Capture Spatiotemporal Patterns of Coupled Oscillator and Opinion Dynamics" by Agam Goyal and Hanbaek Lyu
coupled-oscillators cp-decomposition nonnegative-tensor-decomposition opinion-dynamics
Language:Python 2
effrosyni-papanastasiou / class-cp
Extension for the CP decomposition algorithm.
fake-news cp-decomposition tensor-decomposition
Language:Python 2