tensor-factorization

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.

evaluation collaborative-filtering matrix-factorization recommender-system tensor-factorization top-n-recommendations

UpdatedSep 4, 2025
Python

hottbox /hottbox

Star171

HOTTBOX: Higher Order Tensors ToolBOX.

data toolbox tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

UpdatedJan 31, 2020
Python

Mehran-k /SimplE

Star145

SimplE Embedding for Link Prediction in Knowledge Graphs

tensorflow knowledge-graph knowledgebase tensor-factorization knowledge-base knowledge-graph-completion relational-learning link-prediction knowledge-base-completion knowledge-graph-embeddings statistical-relational-learning starai

UpdatedFeb 11, 2020
Python

huawei-noah /BHT-ARIMA

Star108

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

time-series tensor-factorization tensor-decomposition arima-forecasting

UpdatedJun 8, 2021
Python

ebigelow /tf-decompose

Star63

Tensor decomposition implemented in TensorFlow

machine-learning tensorflow machine-learning-algorithms tensor-factorization tensor-decomposition cp-decomposition

UpdatedMar 21, 2019
Python

MIRALab-USTC /KGE-DURA

Star51

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

knowledge-graph tensor-factorization knowledge-graph-completion knowledge-graph-embedding kge-dura

UpdatedDec 22, 2021
Python

bethgelab /decompose

Star47

Blind source separation based on the probabilistic tensor factorisation framework

tensorflow tensor-factorization decompose blind-source-separation

UpdatedAug 2, 2018
Python

andrewssobral /tensor_toolbox

Star40

MATLAB Tensor Toolbox (by Tamara Kolda)

matlab tensor-factorization tensors matlab-toolbox tensor-decomposition

UpdatedFeb 8, 2017
MATLAB

hottbox /hottbox-tutorials

Star38

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

tutorials tensor-factorization tensor-algebra tensor-decomposition tensor-analysis

UpdatedJul 6, 2023
Jupyter Notebook

drumichiro /nmf-and-ntf

Star38

The sample code to study non-negative matrix and tensor factorization.

python collaborative-filtering matrix-factorization tensor-factorization scratch-implementation

UpdatedAug 27, 2020
Python

datamllab /pyten

Star35

Python Package for Tensor Completion Algorithms

tensor-factorization tensor tensor-decomposition tensor-completion

UpdatedNov 6, 2019
Python

thanhtbt /tensor_tracking_survey

Star26

[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis

adaptive-learning tensor-factorization missing-data online-learning tensor-decomposition cp-decomposition tensor-networks tensor-train parafac hosvd tensor-analysis tucker-decomposition baysian-inference streaming-data-processing outliers-detection tensor-ring-decomposition tsvd block-term-decomposition

UpdatedAug 21, 2024

NYXFLOWER /TIP

Star25

TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Eﬀect Prediction (GRL@NeurIPS, 2019)

deep-learning pytorch protein knowledge-graph drug tensor-factorization link-prediction biography gcn side-effects graph-embedding nerual-network graph-representation-learning pytorch-implementation graph-neural-network polypharmacy multi-relational

UpdatedDec 2, 2022
Python

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.

machine-learning hpc gpu matrix matrix-factorization feature-extraction high-performance-computing semi-supervised-learning dimensionality-reduction tensor-factorization tensors unsupervised-learning matrix-completion tensor-decomposition latent-variables blind-source-separation non-negative-matrix-factorization text-preprocessing pattern-extraction

UpdatedOct 8, 2025
Python

neel-dey /robustNTF

Star20

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".

pytorch tensor-factorization robust-optimization nonnegativity-constraints non-negative-matrix-factorization parafac beta-divergence majorize-minimization l21-norm non-negative-tensor-factorization

UpdatedNov 12, 2023
Jupyter Notebook

andrewssobral /TDALAB

Star20

A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis

tensor-factorization multidimensional-arrays tensor-decomposition tensor-toolbox

UpdatedJan 30, 2018
MATLAB

androstj /tensor_rnn

Star18

An implementation of various tensor-based decomposition for NN & RNN parameters

machine-learning deep-learning neural-network pytorch recurrent-neural-networks tensor-factorization tensor-decomposition cp-decomposition tucker

UpdatedJun 4, 2018
Python

lanl /pyCP_APR

Star17

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.

gpu numpy pytorch cybersecurity sparse tensor-factorization cpd tensors tensor-decomposition poisson-distribution latent-features anomaly-detection dense sparse-tensors non-negative-tensor-factorization candecomp-parafac canonical-polyadic dense-tensors

UpdatedDec 18, 2023
Python

Improve this page

Add a description, image, and links to thetensor-factorization topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thetensor-factorization topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly