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cp-decomposition

Here are 18 public repositories matching this topic...

rballester / tntorch

Tensor Network Learning with PyTorch

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

Updated May 23, 2024
Python

musco-ai / musco-pytorch

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

ebigelow / tf-decompose

Tensor decomposition implemented in TensorFlow

machine-learning tensorflow machine-learning-algorithms tensor-factorization tensor-decomposition cp-decomposition

Updated Mar 21, 2019
Python

Einsums / Einsums

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

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

Updated Oct 29, 2024
C++

hiroyuki-kasai / OLSTEC

OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1

machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis

Updated Jan 13, 2023
MATLAB

erichson / rTensor

Randomized Tensor Decompositions

bcd tensor cp-decomposition

Updated Oct 9, 2016
Python

sandialabs / pyttb

Python Tensor Toolbox

python data-science tensors cp-decomposition tucker-decomposition snl-data-analysis scr-2671

Updated Oct 26, 2024
Python

arkmagus / tensor_rnn

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

machine-learning compression deep-learning pytorch rnn tensor cp-decomposition tucker tensor-train

Updated Jun 3, 2018
Python

androstj / tensor_rnn

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

machine-learning deep-learning neural-network pytorch recurrent-neural-networks tensor-factorization tensor-decomposition cp-decomposition tucker

Updated Jun 4, 2018
Python

thanhtbt / tensor_tracking_survey

[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis

adaptive-learning tensor-factorization missing-data online-learning tensor-decomposition cp-decomposition tensor-networks tensor-train parafac hosvd tensor-analysis tucker-decomposition baysian-inference streaming-data-processing outliers-detection tensor-ring-decomposition tsvd block-term-decomposition

Updated Aug 21, 2024

musco-ai / musco-tf

MUSCO: Multi-Stage COmpression of neural networks

deep-neural-networks tensorflow tensor-decomposition cp-decomposition tucker low-rank-approximation truncated-svd network-compression vbmf musco cnn-compresion cnn-acceleration

Updated Jan 7, 2021
Python

chaomai / ParaTen

Tensor on Spark.

scala spark tensor-factorization tensor multidimensional-arrays type-level-programming tensor-decomposition cp-decomposition

Updated May 18, 2017
Scala

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.

cp-decomposition online-learning-algorithms randomized-algorithms streaming-data-processing adaptive-algorithm tensor-decomposition-algorithms

Updated Feb 16, 2023
MATLAB

MaxenceGiraud / TensorTemporalKG

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

pytorch knowledge-graph tensors temporal link-prediction cp-decomposition tucker tensor-train tucker-decomposition icews tensor-ring

Updated Oct 15, 2021
Python

thanhtbt / Tensor_Tracking

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

streaming-data online-algorithms cp-decomposition tucker-decomposition adaptive-algorithm tensor-decomposition-algorithms streaming-tensor-decompositions

Updated Sep 30, 2023
MATLAB

OsmanMalik / TNS

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

tensor-decomposition cp-decomposition randomized-algorithms tensor-ring-decomposition

Updated Dec 31, 2022
MATLAB

agamgoy-research / NCPD-Dynamics

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

opinion-dynamics cp-decomposition nonnegative-tensor-decomposition coupled-oscillators

Updated Sep 11, 2023
Python

effrosyni-papanastasiou / class-cp

Extension for the CP decomposition algorithm.

fake-news tensor-decomposition cp-decomposition

Updated Jul 23, 2019
Python

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