Topic: "tensor-factorization"
guoguibing/librec
LibRec: A Leading Java Library for Recommender Systems, see
Language: Java - Size: 83.6 MB - Last synced at: 19 days ago - Pushed at: almost 2 years ago - Stars: 3,251 - Forks: 1,030
tensorly/tensorly
TensorLy: Tensor Learning in Python.
Language: Python - Size: 16.1 MB - Last synced at: 20 days ago - Pushed at: about 1 month ago - Stars: 1,609 - Forks: 292
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: Python - Size: 2.02 MB - Last synced at: 16 days ago - Pushed at: 30 days ago - Stars: 251 - Forks: 22
hottbox/hottbox
HOTTBOX: Higher Order Tensors ToolBOX.
Language: Python - Size: 877 KB - Last synced at: 10 months ago - Pushed at: over 5 years ago - Stars: 172 - Forks: 27
Mehran-k/SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
Language: Python - Size: 8.42 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 144 - Forks: 33
huawei-noah/BHT-ARIMA
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
Language: Python - Size: 61.5 KB - Last synced at: 2 months ago - Pushed at: about 4 years ago - Stars: 105 - Forks: 40
ebigelow/tf-decompose
Tensor decomposition implemented in TensorFlow
Language: Python - Size: 206 KB - Last synced at: about 1 year ago - Pushed at: about 6 years ago - Stars: 63 - Forks: 13
bethgelab/decompose
Blind source separation based on the probabilistic tensor factorisation framework
Language: Python - Size: 269 KB - Last synced at: 2 days ago - Pushed at: almost 7 years ago - Stars: 45 - Forks: 11
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: Python - Size: 8.86 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 7
andrewssobral/tensor_toolbox
MATLAB Tensor Toolbox (by Tamara Kolda)
Language: Matlab - Size: 300 KB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 40 - Forks: 21
hottbox/hottbox-tutorials
:orange_book: HOTTBOX: Higher Order Tensors ToolBOX. Tutorials
Language: Jupyter Notebook - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: almost 2 years ago - Stars: 36 - Forks: 12
datamllab/pyten
Python Package for Tensor Completion Algorithms
Language: Python - Size: 2 MB - Last synced at: 4 days ago - Pushed at: over 5 years ago - Stars: 36 - Forks: 11
NYXFLOWER/TIP
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
Language: Python - Size: 294 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 24 - Forks: 15
andrewssobral/TDALAB
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
Language: Matlab - Size: 3.17 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 20 - Forks: 9
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: Python - Size: 47.2 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 19 - Forks: 6
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 Notebook - Size: 2.25 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 18 - Forks: 4
androstj/tensor_rnn Fork of arkmagus/tensor_rnn
An implementation of various tensor-based decomposition for NN & RNN parameters
Language: Python - Size: 20.5 KB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 17 - Forks: 4
MonsterZhZh/DEEP-TENSOR-FACTORIZATION-FOR-HYPERSPECTRAL-IMAGE-CLASSIFICATION
Hyperspectral image classification by exploring deep tensor facorization, published in IGARSS 2018.
Language: MATLAB - Size: 724 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 16 - Forks: 10
VincentLiu3/TF
Python implementation of N-dimensional Tensor Factorization
Language: Python - Size: 13.3 MB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 16 - Forks: 6
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: Python - Size: 5.89 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 15 - Forks: 7
UriaMorP/mprod_package
Software implementation for tensor-tensor m-product
Language: Python - Size: 1.6 MB - Last synced at: 22 days ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 5
SmartTensors/NTFk.jl
Nonnegative Tensor Factorization + k-means clustering and physics constraints for Unsupervised and Physics-Informed Machine Learning
Language: Julia - Size: 9.14 MB - Last synced at: 4 months ago - Pushed at: 6 months ago - Stars: 9 - Forks: 1
chaomai/ParaTen
Tensor on Spark.
Language: Scala - Size: 525 KB - Last synced at: about 2 years ago - Pushed at: about 8 years ago - Stars: 8 - Forks: 1
masatoi/cl-tensor-decomposition
A tensor decomposition library for Common Lisp which support sparse tensor.
Language: Common Lisp - Size: 77.1 KB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 7 - Forks: 0
luoyuanlab/panther
PANTHER: Pathway Augmented Nonnegative Tensor factorization for HighER-order feature learning. AAAI 2021
Language: Python - Size: 16.6 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 7 - Forks: 0
emdgroup/tnmf
Transform-Invariant Non-Negative Matrix Factorization
Language: Python - Size: 9.61 MB - Last synced at: 23 days ago - Pushed at: over 3 years ago - Stars: 7 - Forks: 2
sverma88/Deep-HOSeq--ICDM-2020
Deep-HOSeq: Deep Higher-Order Sequence Fusion for Multimodal Sentiment Analysis.
Language: Python - Size: 383 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 4
thanhtbt/tensor_tracking_survey
[IEEE TKDE 2023] A list of up-to-date papers on streaming tensor decomposition, tensor tracking, dynamic tensor analysis
Size: 528 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 6 - Forks: 2
lanl/pyQBTNs
Python Quantum Boolean Tensor Networks
Language: Python - Size: 6.7 MB - Last synced at: 24 days ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 1
karimhalaseh/Tensor-Network-Decompositions
Implementation of algorithms in "Orthogonal Decomposition of Tensor Trains" (Halaseh, Muller, Robeva)
Language: Python - Size: 59.6 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 0
sejoonoh/GTA-Tensor
High-Performance Tucker Factorization on Heterogeneous Platforms (GTA) - TPDS 2019
Language: C++ - Size: 3.12 MB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 3
sejoonoh/P-Tucker
Scalable Tucker Factorization for Sparse Tensors - Algorithms and Discoveries
Language: C++ - Size: 1020 KB - Last synced at: 10 months ago - Pushed at: about 5 years ago - Stars: 6 - Forks: 1
NamyongPark/DBTF
Fast and Scalable Method for Distributed Boolean Tensor Factorization (ICDE'17 & VLDBJ'19)
Language: Scala - Size: 81.1 KB - Last synced at: over 2 years ago - Pushed at: about 6 years ago - Stars: 6 - Forks: 3
andrewssobral/nway
N-way Toolbox for MATLAB (by Rasmus Bro)
Language: Matlab - Size: 3.5 MB - Last synced at: about 2 months ago - Pushed at: over 8 years ago - Stars: 6 - Forks: 7
gy910210/tensor-factorization-for-relation-embedding
A Tensor Factorization Method for Relation Embedding
Language: Python - Size: 476 KB - Last synced at: over 2 years ago - Pushed at: about 9 years ago - Stars: 6 - Forks: 0
ycq091044/MTC
KDD2021: Code for MTC algorithm. We use coarse granular data and partially observed data to (low-rank) recover the fine granular data.
Language: Jupyter Notebook - Size: 33.8 MB - Last synced at: about 1 year ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 2
aafshar/COPA
Code accompanying our CIKM paper: "copa: constrained parafac2 for sparse & large datasets"
Language: Matlab - Size: 955 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 5 - Forks: 3
andrewssobral/TT-Toolbox Fork of oseledets/TT-Toolbox
TT-Toolbox (by Oseledets et al.)
Language: Matlab - Size: 64.3 MB - Last synced at: about 1 year ago - Pushed at: over 8 years ago - Stars: 4 - Forks: 3
quanyumath/DTRTC
T-product factorization based method for matrix and tensor completion problems
Language: MATLAB - Size: 25.1 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1
SmartTensors/PhysicsInformedML.jl
Physics-informed Machine Learning
Language: Julia - Size: 26.5 MB - Last synced at: 5 months ago - Pushed at: about 3 years ago - Stars: 3 - Forks: 0
yinchunhui-ahu/Recurrent_Tensor_Factorization
This is the implementation of our paper "Recurrent Tensor Factorization for Time-aware Service Recommendation"
Language: Python - Size: 793 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 1
ztanml/ptpqp
Partitioned Tensor Factorization
Language: MATLAB - Size: 28.9 MB - Last synced at: 13 days ago - Pushed at: almost 6 years ago - Stars: 3 - Forks: 1
T-10001/LibrecGUI
GUI to help automate functions of the LibRec Java recommendation systems library
Language: Java - Size: 25.4 MB - Last synced at: almost 2 years ago - Pushed at: about 7 years ago - Stars: 3 - Forks: 0
madhav-datt/tensor-factorization
A state of the art survey on non-negative matrix and tensor factorization, especially from an image processing perspective.
Language: TeX - Size: 990 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 3 - Forks: 1
april-tools/colorai
Website for the AAAI'25 Workshop on "Connectin Low-Rank Representations in AI"
Language: SCSS - Size: 1.01 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 2 - Forks: 0
aafshar/CP-ORTHO
Code accompanying our SIGSPATIAL paper: "CP-ORTHO: an orthogonal tensor factorization framework for spatio-temporal data"
Language: Matlab - Size: 8.79 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 0
lwelzel/td-viz
Visualization of Tensor Decompositions
Language: TeX - Size: 24.4 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0
quanyumath/STTF
Tensor Factorization Based Method for Tensor Completion with Spatio-Temporal Characterization
Language: MATLAB - Size: 6.97 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0
scalyvladimir/LaTTe_RecSys
CoFFee recommender system with attention mechanism
Language: Python - Size: 51.8 KB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 3
esinkarahan/tensor_cmtf_eeg-fmri
Coupled matrix-tensor factorization for integrating EEG and ffMRI on the brain cortical surface with source reconstruction
Language: MATLAB - Size: 3.29 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 1
danielakuinchtner/cp-mdp
A CANDECOMP-PARAFAC tensor decomposition method to solve a Markov Decision Process (MDP) gridworld problem.
Language: Python - Size: 463 KB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0
sverma88/Hybrid_Networks
Hybrid Networks: Improving Deep Learning via Integrating Two Views of Images, ICONIP'18
Language: MATLAB - Size: 148 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 1
SmartTensors/LoadTensorDecompositions.jl
Load Tensor Decompositions results
Language: Julia - Size: 38.1 KB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0
effrosyni-papanastasiou/thesis
Source code for my diploma thesis at ECE NTUA.
Language: Python - Size: 22.2 MB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0
