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The Wayback Machine - https://web.archive.org/web/20200927174146/https://github.com/topics/tensor-factorization
Here are
36 public repositories
matching this topic...
LibRec: A Leading Java Library for Recommender Systems, see
Updated
Sep 27, 2020
Java
Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.
Updated
May 9, 2020
Python
HOTTBOX: Higher Order Tensors ToolBOX.
Updated
Jan 31, 2020
Python
SimplE Embedding for Link Prediction in Knowledge Graphs
Updated
Feb 11, 2020
Python
Tensor decomposition implemented in TensorFlow
Updated
Mar 21, 2019
Python
Blind source separation based on the probabilistic tensor factorisation framework
Updated
Aug 2, 2018
Python
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
Updated
Sep 27, 2020
Python
📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
Updated
Jul 8, 2018
Jupyter Notebook
MATLAB Tensor Toolbox (by Tamara Kolda)
Updated
Feb 8, 2017
MATLAB
An implementation of various tensor-based decomposition for NN & RNN parameters
Updated
Jun 4, 2018
Python
Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.
Updated
Jan 3, 2019
MATLAB
Python implementation of N-dimensional Tensor Factorization
Updated
Feb 17, 2018
Python
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
Updated
Jan 30, 2018
MATLAB
Python Package for Tensor Completion Algorithms
Updated
Nov 6, 2019
Python
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS 2019)
Updated
May 12, 2020
Jupyter Notebook
A Tensor Factorization Method for Relation Embedding
Updated
May 12, 2016
Python
PyTorch implementation of Robust Non-negative Tensor Factorization appearing in N. Dey, et al., "Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction and Functional Statistics to Understand Fixation in Fluorescence Microscopy".
Updated
Sep 19, 2019
Jupyter Notebook
Updated
May 18, 2017
Scala
Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"
Updated
Aug 21, 2018
MATLAB
Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)
Updated
Apr 2, 2019
Scala
High-Performance Tucker Factorization on Heterogeneous Platforms (GTA) - TPDS 2019
A tensor decomposition library for Common Lisp which support sparse tensor.
Updated
Sep 4, 2019
Common Lisp
Unsupervised Machine Learning: Nonnegative Tensor Networks + k-means clustering
Updated
Jul 14, 2020
Julia
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries
N-way Toolbox for MATLAB (by Rasmus Bro)
Updated
Feb 8, 2017
MATLAB
GUI to help automate functions of the LibRec Java recommendation systems library
TT-Toolbox (by Oseledets et al.)
Updated
Dec 14, 2016
MATLAB
A state of the art survey on non-negative matrix and tensor factorization, especially from an image processing perspective.
Partitioned Tensor Factorization
Updated
Aug 3, 2019
MATLAB
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
Updated
Sep 21, 2017
MATLAB
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