Projects in Awesome Lists tagged with tensor-factorization
A curated list of projects in awesome lists tagged with tensor-factorization .
https://github.com/guoguibing/librec
LibRec: A Leading Java Library for Recommender Systems, see
collaborative collaborative-filtering factorization filtering java matrix matrix-factorization probabilistic-graphical-models recommendation-algorithms recommender recommender-systems sparse systems tensor tensor-factorization
Last synced: 14 May 2025
https://github.com/tensorly/tensorly
TensorLy: Tensor Learning in Python.
cupy decomposition jax machine-learning mxnet numpy python pytorch regression tensor tensor-algebra tensor-decomposition tensor-factorization tensor-learning tensor-methods tensor-regression tensorflow tensorly
Last synced: 13 May 2025
https://github.com/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.
collaborative-filtering evaluation matrix-factorization recommender-system tensor-factorization top-n-recommendations
Last synced: 04 Apr 2025
https://github.com/Mehran-k/SimplE
SimplE Embedding for Link Prediction in Knowledge Graphs
knowledge-base knowledge-base-completion knowledge-graph knowledge-graph-completion knowledge-graph-embeddings knowledgebase link-prediction relational-learning starai statistical-relational-learning tensor-factorization tensorflow
Last synced: 29 Apr 2025
https://github.com/huawei-noah/bht-arima
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
arima-forecasting tensor-decomposition tensor-factorization time-series
Last synced: 09 Apr 2025
https://github.com/huawei-noah/BHT-ARIMA
Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)
arima-forecasting tensor-decomposition tensor-factorization time-series
Last synced: 01 Apr 2025
https://github.com/bethgelab/decompose
Blind source separation based on the probabilistic tensor factorisation framework
blind-source-separation decompose tensor-factorization tensorflow
Last synced: 16 Aug 2025
https://github.com/andrewssobral/tensor_toolbox
MATLAB Tensor Toolbox (by Tamara Kolda)
matlab matlab-toolbox tensor-decomposition tensor-factorization tensors
Last synced: 13 Apr 2025
https://github.com/datamllab/pyten
Python Package for Tensor Completion Algorithms
tensor tensor-completion tensor-decomposition tensor-factorization
Last synced: 26 Jun 2025
https://github.com/nyxflower/tip
TIP: Tri-graph Interaction Propagation model for Polypharmacy Side Effect Prediction (GRL@NeurIPS, 2019)
biography deep-learning drug gcn graph-embedding graph-neural-network graph-representation-learning knowledge-graph link-prediction multi-relational nerual-network polypharmacy protein pytorch pytorch-implementation side-effects tensor-factorization
Last synced: 23 Mar 2025
https://github.com/andrewssobral/tdalab
A MATLAB Toolbox for High-order Tensor Data Decompositions and Analysis
multidimensional-arrays tensor-decomposition tensor-factorization tensor-toolbox
Last synced: 14 Mar 2026
https://github.com/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.
anomaly-detection candecomp-parafac canonical-polyadic cpd cybersecurity dense dense-tensors gpu latent-features non-negative-tensor-factorization numpy poisson-distribution pytorch sparse sparse-tensors tensor-decomposition tensor-factorization tensors
Last synced: 05 Mar 2026
https://github.com/uriamorp/mprod_package
Software implementation for tensor-tensor m-product
data-science linear-algebra multiway numerical-analysis pca python scientific-computing spatio-temporal tca tcam tensor tensor-algebra tensor-decomposition tensor-factorization tensor-product time-series-analysis
Last synced: 21 Oct 2025
https://github.com/emdgroup/tnmf
Transform-Invariant Non-Negative Matrix Factorization
data-science invariant-features machine-learning matrix-factorization python source-separation sparse-coding tensor-factorization
Last synced: 25 Jan 2026
https://github.com/andrewssobral/nway
N-way Toolbox for MATLAB (by Rasmus Bro)
matlab matlab-toolbox tensor-decomposition tensor-factorization tensors
Last synced: 13 Apr 2025
https://github.com/lanl/pyqbtns
Python Quantum Boolean Tensor Networks
boolean-matrices boolean-tensor boolean-tucker-factorization d-wave factor-boolean-tensors hierarchical-tucker latent-factors matrix-factorization numpy python quantum-annealing quantum-computing tensor-decomposition tensor-factorization tensor-train tucker-decomposition
Last synced: 06 Jul 2025
https://github.com/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.
blind-source-separation dimensionality-reduction feature-extraction gpu high-performance-computing hpc latent-variables machine-learning matrix matrix-completion matrix-factorization non-negative-matrix-factorization pattern-extraction semi-supervised-learning tensor-decomposition tensor-factorization tensors text-preprocessing unsupervised-learning
Last synced: 12 Apr 2025
https://github.com/smarttensors/loadtensordecompositions.jl
Load Tensor Decompositions results
matrix-factorization tensor-factorization
Last synced: 18 Feb 2026
