There are 7 repositories under tensor-factorization topic.
LibRec: A Leading Java Library for Recommender Systems, see
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.
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
Tensor decomposition implemented in TensorFlow
The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.
Blind source separation based on the probabilistic tensor factorisation framework
MATLAB Tensor Toolbox (by Tamara Kolda)
The sample code to study non-negative matrix and tensor factorization.
:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
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".
An implementation of various tensor-based decomposition for NN & RNN parameters
Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.
Python implementation of N-dimensional Tensor Factorization
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.
Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.
Software implementation for tensor-tensor m-product
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
A tensor decomposition library for Common Lisp which support sparse tensor.
Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"
N-way Toolbox for MATLAB (by Rasmus Bro)
A Tensor Factorization Method for Relation Embedding
Tensor Extraction of Latent Features (T-ELF). Within T-ELF's arsenal are non-negative matrix and tensor factorization solutions, equipped with automatic model determination (also known as the estimation of latent factors - rank) for accurate data modeling. Our software suite encompasses cutting-edge data pre-processing and post-processing modules.
Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)
High-Performance Tucker Factorization on Heterogeneous Platforms (GTA) - TPDS 2019
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning