tensor-factorization 开源项目推荐（73 个）

guoguibing /librec

LibRec：推荐系统的领先Java库，请参见

tensorly /tensorly

TensorLy: Tensor Learning in Python.

evfro /polara

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 /hottbox

HOTTBOX: Higher Order Tensors ToolBOX.

Mehran-k /SimplE

SimplE Embedding for Link Prediction in Knowledge Graphs

huawei-noah /BHT-ARIMA

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

ebigelow /tf-decompose

Tensor decomposition implemented in TensorFlow

MIRALab-USTC /KGE-DURA

论文代码：基于张量分解的知识图完成的对偶诱导正则化。张占秋、蔡建宇、王杰。NeurIPS 2020。

bethgelab /decompose

Blind source separation based on the probabilistic tensor factorisation framework

andrewssobral /tensor_toolbox

MATLAB Tensor Toolbox (by Tamara Kolda)

drumichiro /nmf-and-ntf

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

hottbox /hottbox-tutorials

📙 HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

thanhtbt /tensor_tracking_survey

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

datamllab /pyten

Python Package for Tensor Completion Algorithms

lanl /T-ELF

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.

NYXFLOWER /TIP

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

neel-dey /robustNTF

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".

andrewssobral /TDALAB

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

lanl /pyCP_APR

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.

androstj /tensor_rnn

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