A Tensor Factorization Method for Relation Embedding
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Updated
May 12, 2016 - Python
A Tensor Factorization Method for Relation Embedding
TT-Toolbox (by Oseledets et al.)
MATLAB Tensor Toolbox (by Tamara Kolda)
N-way Toolbox for MATLAB (by Rasmus Bro)
Tensor on Spark.
A state of the art survey on non-negative matrix and tensor factorization, especially from an image processing perspective.
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
Python implementation of N-dimensional Tensor Factorization
GUI to help automate functions of the LibRec Java recommendation systems library
An implementation of various tensor-based decomposition for NN & RNN parameters
Blind source separation based on the probabilistic tensor factorisation framework
Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"
Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.
Tensor decomposition implemented in TensorFlow
Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)
Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18
Partitioned Tensor Factorization
Python Package for Tensor Completion Algorithms
Tensor Decomposition Library
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