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Search results for tensor decomposition
tensor-decomposition
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66 search results found
Tensorly
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1,466
TensorLy: Tensor Learning in Python.
Lrslibrary
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741
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
Itensors.jl
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462
A Julia library for efficient tensor computations and tensor network calculations
Itensor
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347
A C++ library for efficient tensor network calculations
Tntorch
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243
Tensor Network Learning with PyTorch
Hottbox
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145
HOTTBOX: Higher Order Tensors ToolBOX.
Torchprune
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130
A research library for pytorch-based neural network pruning, compression, and more.
Scikit_tt
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78
Tensor Train Toolbox
Musco Pytorch
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55
MUSCO: MUlti-Stage COmpression of neural networks
Awesome Tensorial Neural Networks
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54
A thoroughly investigated survey for tensorial neural networks.
Tensord
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54
tensor decomposition
Model Compression And Acceleration Progress
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50
Repository to track the progress in model compression and acceleration
Bht Arima
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49
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
Tf Decompose
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49
Tensor decomposition implemented in TensorFlow
Tthresh
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38
C++ compressor for multidimensional grid data using the Tucker decomposition
Ntfk.jl
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33
Unsupervised Machine Learning: Nonnegative Tensor Factorization + k-means clustering
Tednet
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31
TedNet: A Pytorch Toolkit for Tensor Decomposition Networks
Olstec
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30
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
Scitd
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29
Single-Cell Analysis of Inter-Individual Variability by Interpretable Tensor Decomposition
Sctensor
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28
R package for detection of cell-cell interaction using Non-negative Tensor Decomposition
Teneva
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27
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
Hottbox Tutorials
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26
📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
Generative Convacs
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25
Experiments from the article "Tensorial Mixture Models"
Tensor Decomposition In Python
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24
A short tutorial on implementing Canonical Polyadic (CP) tensor decomposition in Python
Torchtt
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23
Tensor-Train decomposition in pytorch
Einsums
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23
Provides compile-time contraction pattern analysis to determine optimal tensor operation to perform.
Ttrecipes
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22
Metamodeling, sensitivity analysis and visualization using the tensor train format
Tensor_decomp_embedding
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22
Word embedding via tensor decomposition.
Tensordecomposition4topicmodeling
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18
Logicalfactorisationmachines
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17
Xcompression
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17
[ICLR 2022] Code for paper "Exploring Extreme Parameter Compression for Pre-trained Language Models"(https://arxiv.org/abs/2205.10036)
Protes
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17
Gradient-free optimization method for the multidimensional arrays and discretized multivariate functions based on the tensor train (TT) format.
Ostd
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17
Online Stochastic Tensor Decomposition for Background Subtraction in Multispectral Video Sequences
Ttopt
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14
Gradient-free optimization method for multivariable functions based on the low rank tensor train (TT) format and maximal-volume principle.
Sctenifoldnet
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14
A R/MATLAB package to construct and compare gene regulatory networks from single-cell transcriptomic data
Caffe Simnets
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12
The SimNets Architecture's Implementation in Caffe
Mprod_package
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11
Software implementation for tensor-tensor m-product
Tensor Gmm
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11
Implementation of learning a Gaussian mixture model using tensor decomposition.
Lowfer
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10
LowFER: Low-rank Bilinear Pooling for Link Prediction (ICML 2020)
Pycp_apr
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10
CP-APR Tensor Decomposition with PyTorch backend. pyCP_APR can perform non-negative Poisson Tensor Factorization on GPU, and includes an interface for anomaly detection using the extracted latent patterns.
Mfm Dev
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10
MFM community development code
Alto
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9
A template-based implementation of the Adaptive Linearized Tensor Order (ALTO) format for storing and processing sparse tensors.
Tdalab
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9
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
Tensor Decomposition
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8
Higher order tensor decomposition
Mlds
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8
Python implementation of multilinear dynamical systems for tensor time series (NIPS'13)
Neptune
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8
Code for NePTuNe: Neural Powered Tucker Network for Knowledge Graph Completion
Tensorclus
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7
TensorClus, Tensor co-clustering, text mining, clustering, multiple graphs
Pyten
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7
Python Package for Tensor Completion Algorithms
Tanalysis
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7
A python 2.7+ and 3.4+ package for matrix product state decompositions in a data science context
Ntnk.jl
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7
Unsupervised Machine Learning: Nonnegative Tensor Networks + k-means clustering
Sampling_tensor_decomp
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7
Fast Approximate Orthogonal Tensor Decomposition Based on Importance Sampling
Spam Detection
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6
Implement of paper Learning to Represent Review with Tensor Decomposition for Spam Detection
Hosgns
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6
Data and code repository from "Time-varying graph representation learning via higher-order skip-gram with negative sampling"
Fpcross
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6
Solver in the low-rank tensor train format with cross approximation approach for the multidimensional Fokker-Planck equation
Musco Tf
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6
MUSCO: Multi-Stage COmpression of neural networks
Seals
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6
Solving high dimensional HJB equation using tensor decomposition
Fast Higashi
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6
single-cell Hi-C, scHi-C, Hi-C, 3D genome, nuclear organization, tensor decomposition
Multicluster
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6
three-way clustering of multi-tissue multi-individual gene expression based on semi-nonnegative tensor decomposition
Mdma
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6
PyTorch implementation of the Marginalizable Density Model Approximator
Coring
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5
💍 Efficient tensor-based filter pruning
Tensor_codes
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5
MATLAB codes for computing various tensor decomposition.
Cnn_compression_with_tensor_decomposition
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5
Research in compressing convolutional layers of CNN with tensor decomposition
Egoten
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5
Community Detection via egonet-based tensor decomposition
Paraten
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5
Tensor on Spark.
Cl Tensor Decomposition
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5
A tensor decomposition library for Common Lisp which support sparse tensor.
Copa
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5
Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"
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Python Tensor Decomposition (39)
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