tensor-factorization

There are 56 repositories under tensor-factorization topic.

  • guoguibing/librec

    LibRec: A Leading Java Library for Recommender Systems, see

    Language:Java3.2k2342541k
  • tensorly

    tensorly/tensorly

    TensorLy: Tensor Learning in Python.

    Language:Python1.5k45263285

  • 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.

    Language:Python251131423

  • hottbox/hottbox

    HOTTBOX: Higher Order Tensors ToolBOX.

    Language:Python17111227

  • Mehran-k/SimplE

    SimplE Embedding for Link Prediction in Knowledge Graphs

    Language:Python1438534

  • huawei-noah/BHT-ARIMA

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

    Language:Python994638

  • ebigelow/tf-decompose

    Tensor decomposition implemented in TensorFlow

    Language:Python636013

  • MIRALab-USTC/KGE-DURA

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

    Language:Python50349

  • bethgelab/decompose

    Blind source separation based on the probabilistic tensor factorisation framework

    Language:Python4313211

  • drumichiro/nmf-and-ntf

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

    Language:Python383114

  • hottbox/hottbox-tutorials

    :orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials

    Language:Jupyter Notebook386013

  • andrewssobral/tensor_toolbox

    MATLAB Tensor Toolbox (by Tamara Kolda)

    Language:MATLAB376221

  • datamllab/pyten

    Python Package for Tensor Completion Algorithms

    Language:Python313110
  • TIP

    NYXFLOWER/TIP

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

    Language:Python2351115

  • andrewssobral/TDALAB

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

    Language:MATLAB20206

  • 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".

    Language:Jupyter Notebook19414

  • androstj/tensor_rnn

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

    Language:Python18204

  • MonsterZhZh/DEEP-TENSOR-FACTORIZATION-FOR-HYPERSPECTRAL-IMAGE-CLASSIFICATION

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

    Language:MATLAB161010

  • VincentLiu3/TF

    Python implementation of N-dimensional Tensor Factorization

    Language:Python16036

  • 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.

    Language:Python12526

  • sverma88/Deep-HOSeq--ICDM-2020

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

    Language:Python11213

  • UriaMorP/mprod_package

    Software implementation for tensor-tensor m-product

    Language:Python11445

  • chaomai/ParaTen

    Tensor on Spark.

    Language:Scala8101

  • luoyuanlab/panther

    PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021

    Language:Python8100

  • thanhtbt/tensor_tracking_survey

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

    8103

  • masatoi/cl-tensor-decomposition

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

    Language:Common Lisp7300

  • aafshar/COPA

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

    Language:MATLAB6203

  • andrewssobral/nway

    N-way Toolbox for MATLAB (by Rasmus Bro)

    Language:MATLAB6207

  • emdgroup/tnmf

    Transform-Invariant Non-Negative Matrix Factorization

    Language:Python65112

  • gy910210/tensor-factorization-for-relation-embedding

    A Tensor Factorization Method for Relation Embedding

    Language:Python620

  • lanl/pyQBTNs

    Python Quantum Boolean Tensor Networks

    Language:Python6401

  • 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.

    Language:Python671052

  • NamyongPark/DBTF

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

    Language:Scala6104

  • sejoonoh/GTA-Tensor

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

    Language:C++6103

  • sejoonoh/P-Tucker

    Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries

    Language:C++6201

  • SmartTensors/NTFk.jl

    Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning

    Language:Julia6310