tensor-factorization

LibRec: A Leading Java Library for Recommender Systems, see

TensorLy: Tensor Learning in Python.

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.

HOTTBOX: Higher Order Tensors ToolBOX.

SimplE Embedding for Link Prediction in Knowledge Graphs

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

Tensor decomposition implemented in TensorFlow

Blind source separation based on the probabilistic tensor factorisation framework

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

MATLAB Tensor Toolbox (by Tamara Kolda)

The code of paper Duality-Induced Regularizer for Tensor Factorization Based Knowledge Graph Completion. Zhanqiu Zhang, Jianyu Cai, Jie Wang. NeurIPS 2020.

Python Package for Tensor Completion Algorithms

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

Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.

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

Python implementation of N-dimensional Tensor Factorization

Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)

Tensor on Spark.

Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.

A Tensor Factorization Method for Relation Embedding

High-Performance Tucker Factorization on Heterogeneous Platforms (GTA) - TPDS 2019

Unsupervised Machine Learning: Nonnegative Tensor Networks + k-means clustering

Software implementation for tensor-tensor m-product

Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"

Transform-Invariant Non-Negative Matrix Factorization

Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries

A tensor decomposition library for Common Lisp which support sparse tensor.

N-way Toolbox for MATLAB (by Rasmus Bro)