Projects in Awesome Lists tagged with matrix-factorization
A curated list of projects in awesome lists tagged with matrix-factorization .
https://github.com/visualize-ml/book4_power-of-matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
linear linear-algebra machine-learning mathematics matrix matrix-factorization
Last synced: 13 May 2025
https://github.com/Visualize-ML/Book4_Power-of-Matrix
Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
linear linear-algebra machine-learning mathematics matrix matrix-factorization
Last synced: 20 Mar 2025
https://github.com/lyst/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
learning-to-rank machine-learning matrix-factorization python recommender recommender-system
Last synced: 13 May 2025
https://github.com/benfred/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Last synced: 13 May 2025
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/maciejkula/spotlight
Deep recommender models using PyTorch.
deep-learning learning-to-rank machine-learning matrix-factorization python pytorch recommender-system
Last synced: 15 May 2025
https://github.com/ziyaogeng/reclearn
Recommender Learning with Tensorflow2.x
afm criteo ctr-prediction dcn deepcross deepfm factorization-machine ffm fm matrix-factorization ncf neural-network nfm pnn python3 recommender-system tensorflow2 widedeep xdeepfm
Last synced: 15 May 2025
https://github.com/ZiyaoGeng/RecLearn
Recommender Learning with Tensorflow2.x
afm criteo ctr-prediction dcn deepcross deepfm factorization-machine ffm fm matrix-factorization ncf neural-network nfm pnn python3 recommender-system tensorflow2 widedeep xdeepfm
Last synced: 17 Aug 2025
https://github.com/Reference-LAPACK/lapack
LAPACK development repository
blas eigenvalues eigenvectors lapack lapacke linear-algebra linear-equations matrix-factorization singular-values svd
Last synced: 21 Apr 2025
https://github.com/reference-lapack/lapack
LAPACK development repository
blas eigenvalues eigenvectors lapack lapacke linear-algebra linear-equations matrix-factorization singular-values svd
Last synced: 26 Jan 2026
https://github.com/cheungdaven/deeprec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
collaborative-filtering deep-learning factorization-machine matrix-factorization neural-network python rating-prediction recommendation recommendation-system recommender-systems tensorflow top-n-recommendations
Last synced: 16 May 2025
https://github.com/cheungdaven/DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
collaborative-filtering deep-learning factorization-machine matrix-factorization neural-network python rating-prediction recommendation recommendation-system recommender-systems tensorflow top-n-recommendations
Last synced: 29 Apr 2025
https://github.com/uncomplicate/neanderthal
Fast Clojure Matrix Library
api clojure clojure-library cuda gpgpu gpu gpu-computing high-performance-computing java matrix matrix-calculations matrix-factorization matrix-functions matrix-multiplication opencl vectorization
Last synced: 14 May 2025
https://github.com/ibayer/fastFM
fastFM: A Library for Factorization Machines
factorization-machines machine-learning matrix-factorization recommender-system
Last synced: 09 May 2025
https://github.com/MaurizioFD/RecSys2019_DeepLearning_Evaluation
This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.
bpr bprmf bprslim collaborative-filtering content-based-recommendation deep-learning evaluation-framework funksvd hybrid-recommender-system hyperparameters knn matrix-completion matrix-factorization neural-network recommendation-algorithms recommendation-system recommender-system reproducibility reproducible-research slimelasticnet
Last synced: 11 May 2025
https://github.com/benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
deepwalk diff2vec gemsec graph-embedding graph-kernel graph-wavelet graph2vec implicit-matrix-factorization kernel machine-learning matrix-factorization node-embedding node2vec noise-contrastive-estimation struc2vec subgraph2vec transformer unsupervised-learning weisfeiler-lehman word2vec
Last synced: 04 Apr 2025
https://github.com/andrewssobral/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
matlab matrix matrix-completion matrix-factorization rpca subspace-learning subspace-tracking tensor tensor-decomposition
Last synced: 16 May 2025
https://github.com/PreferredAI/cornac
A Comparative Framework for Multimodal Recommender Systems
collaborative-filtering matrix-factorization multimodal-learning multimodality recommendation-algorithms recommendation-engine recommendation-system recommender-system
Last synced: 18 Jul 2025
https://github.com/kakao/buffalo
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
cpp machine-learning matrix-factorization python recommender-system
Last synced: 08 Apr 2025
https://github.com/AmazingDD/daisyRec
Official code for "DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation" (TPAMI2022) and "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" (RecSys2020)
afm biasmf cdae collaborative-filtering deepfm ease factorization-machines item2vec k-nearest-neighbors matrix-factorization neumf neural-collaborative-filtering nfm pytorch recommender-system slim svdpp vae
Last synced: 20 Jul 2025
https://github.com/mims-harvard/nimfa
Nimfa: Nonnegative matrix factorization in Python
embeddings latent-features latent-variable-models matrix-factorization nonnegative-matrix-factorization
Last synced: 10 Oct 2025
https://github.com/conradsnicta/armadillo-code
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
armadillo blas expression-template gaussian-mixture-models lapack linear-algebra linear-algebra-library linear-solvers math-library matlab matrix-factorization matrix-functions matrix-inverse openmp rcpparmadillo scientific-computing signal-processing-algorithms solver sparse-matrix statistics
Last synced: 05 Apr 2025
https://github.com/yihong-chen/neural-collaborative-filtering
pytorch version of neural collaborative filtering
collaborative-filtering deep-learning matrix-factorization python recommender-systems
Last synced: 11 May 2025
https://github.com/sb-ai-lab/replay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
algorithms collaborative-filtering deep-learning distributed-computing evaluation machine-learning matrix-factorization pyspark pytorch recommendation-algorithms recommender-system recsys transformers
Last synced: 05 Feb 2026
https://github.com/benedekrozemberczki/AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec
Last synced: 03 Apr 2025
https://github.com/benedekrozemberczki/attentionwalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
attention deep-learning deepwalk graph-attention graph-neural-networks graph-representation-learning implicit-factorization machine-learning matrix-factorization neurips neurips-2018 nips node2vec pytorch sklearn structural-attention tensorflow torch walklet word2vec
Last synced: 07 Apr 2025
https://github.com/khanhnamle1994/metarec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
autoencoders boltzmann-machines collaborative-filtering cometml deep-learning django matrix-factorization meta-learning movielens-dataset multilayer-perceptron pytorch ranking recommender-systems tensorboard tensorflow wandb
Last synced: 07 Apr 2025
https://github.com/khanhnamle1994/MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
autoencoders boltzmann-machines collaborative-filtering cometml deep-learning django matrix-factorization meta-learning movielens-dataset multilayer-perceptron pytorch ranking recommender-systems tensorboard tensorflow wandb
Last synced: 29 Apr 2025
https://github.com/sisinflab/elliot
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
bprmf collaborative-filtering content-based-recommendation deepfm funksvd k-nearest-neighbours k-nn keras knowledge-graph machine-learning matrix-factorization neural-collaborative-filtering nfm recommendations recommender-system slim svdpp tensorflow2 vae
Last synced: 01 Feb 2026
https://github.com/benedekrozemberczki/gemsec
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 09 Apr 2025
https://github.com/benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
clustering community-detection deepwalk deezer embedding facebook gemsec gensim graph-embedding implicit-factorization m-nmf machine-learning matrix-factorization network-embedding neural-network node2vec semisupervised-learning tensorflow unsupervised-learning word2vec
Last synced: 27 Mar 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/xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
biomedical-graphs biomedical-networks deepwalk gae graph-embedding graph-embedding-methods graph-embeddings-evaluation graph-factorization line-embedding link-prediction matrix-factorization network-embedding node-classification node2vec sdne struc2vec
Last synced: 01 May 2025
https://github.com/lsjsj92/recommender_system_with_python
recommender system tutorial with Python
chatgpt collaborative-filtering machine-learning matrix-factorization openai python recommendation-engine recommendation-system recommendations recommender recommender-system
Last synced: 08 Apr 2025
https://github.com/xptree/netmf
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis
Last synced: 17 Jul 2025
https://github.com/xptree/NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
deepwalk matrix-factorization network-embedding node2vec social-network social-network-analysis
Last synced: 01 May 2025
https://github.com/cuMF/cumf_als
CUDA Matrix Factorization Library with Alternating Least Square (ALS)
als cuda gpu machine machine-learning matrix-factorization
Last synced: 04 May 2025
https://github.com/jrzaurin/recotour
A tour through recommendation algorithms in python [IN PROGRESS]
collaborative-filtering deep-learning lightgbm matrix-factorization python3 recommendation-algorithms
Last synced: 22 Aug 2025
https://github.com/dselivanov/rsparse
Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
collaborative-filtering factorization-machines matrix-completion matrix-factorization r recommender-system sparse-matrices svd
Last synced: 15 May 2025
https://github.com/fuhailin/probabilistic-matrix-factorization
Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset
matrix-factorization recommendation-system
Last synced: 21 Aug 2025
https://github.com/dawenl/cofactor
CoFactor: Regularizing Matrix Factorization with Item Co-occurrence
embeddings matrix-factorization python recommender-system
Last synced: 24 Dec 2025
https://github.com/makgyver/rectorch
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
autoencoder collaborative-filtering generative-adversarial-network matrix-factorization pypi pytorch recommender-system top-n-recommendations variational-autoencoder
Last synced: 14 Feb 2026
https://github.com/eugeneyan/recsys-nlp-graph
🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
graph matrix-factorization nlp pytorch recommender-system
Last synced: 07 Oct 2025
https://github.com/EthanRosenthal/torchmf
matrix factorization in PyTorch
matrix-factorization pytorch recommender-systems
Last synced: 29 Apr 2025
https://github.com/irecsys/CARSKit
Java-Based Context-aware Recommendation Library
carskit context context-aware contextual matrix-factorization recommendation-engine recommendations recommender-system
Last synced: 29 Apr 2025
https://github.com/benedekrozemberczki/M-NMF
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning
Last synced: 27 Mar 2025
https://github.com/benedekrozemberczki/m-nmf
An implementation of "Community Preserving Network Embedding" (AAAI 2017)
clustering come community-detection deep-learning deepwalk factorization implicit-factorization laplacian m-nmf machine-learning matrix-factorization mnmf neural-network nmf node2vec representation-learning semisupervised-learning struc2vec tensorflow unsupervised-learning
Last synced: 11 Apr 2025
https://github.com/lmcinnes/enstop
Ensemble topic modelling with pLSA
dimensionality-reduction matrix-factorization plsa topic-modeling
Last synced: 30 Apr 2025
https://github.com/takuti/flurs
:ocean: FluRS: A Python library for streaming recommendation algorithms
data-science factorization-machines machine-learning matrix-factorization python recommender-system
Last synced: 18 Aug 2025
https://github.com/tonyduan/matrix-completion
Lightweight Python library for in-memory matrix completion.
collaborative-filtering matrix-completion matrix-factorization
Last synced: 13 Apr 2025
https://github.com/madsjulia/mads.jl
MADS: Model Analysis & Decision Support
blind-source-separation calibration data-analytics decision-making decision-support high-performance-computing inversion machine-learning matrix-factorization model-analysis model-reduction parameter-estimation sensitivity-analysis uncertainty-quantification
Last synced: 12 Feb 2026
https://github.com/dcwuser/metanumerics
Meta.Numerics is library for advanced numerical computing on the .NET platform. It offers an object-oriented API for statistical analysis, advanced functions, Fourier transforms, numerical integration and optimization, and matrix algebra.
csharp-library data-analysis dotnet math math-library matrix matrix-algebra matrix-factorization matrix-library matrix-multiplication numerical-analysis numerical-integration numerical-optimization numerics optimization scientific-computing special-functions statistical-analysis statistical-tests statistics
Last synced: 19 Jul 2025
https://github.com/GemsLab/REGAL
Representation learning-based graph alignment based on implicit matrix factorization and structural embeddings
graph-matching matrix-factorization network-alignment network-embedding node-embedding representation-learning scalability
Last synced: 17 Apr 2025
https://github.com/ocramz/sparse-linear-algebra
Numerical computation in native Haskell
eigenvalues eigenvectors iterative-linear-solvers iterative-methods linear-algebra linear-systems lu-factorization matrix matrix-computations matrix-factorization matrix-product matrix-transpose numerical-calculations numerical-methods scientific-computations scientific-computing sparse-data sparse-linear-systems sparse-systems sparse-vectors
Last synced: 07 May 2025
https://github.com/yixuan/recosystem
Recommender System Using Parallel Matrix Factorization
matrix-factorization recommender-system
Last synced: 13 Oct 2025
https://github.com/benedekrozemberczki/TENE
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 17 Apr 2025
https://github.com/benedekrozemberczki/tene
A sparsity aware implementation of "Enhanced Network Embedding with Text Information" (ICPR 2018).
asne attributed-embedding deep-learning deepwalk feature-extraction graph-convolution graph-embedding graph-neural-network implicit-factorization machine-learning matrix-decomposition matrix-factorization network-embedding node-classification node-embedding node2vec pattern-recognition pytorch tadw tensorflow
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/rolx
An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)
deep-learning deepwalk embedding factorization gensim graph-embedding graph-mining implicit-factorization machine-learning matrix-factorization node-embedding node2vec refex rolx semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec
Last synced: 13 Oct 2025
https://github.com/cascala/galileo
Scala Math - Numerical (Matlab-like) and Symbolic (Mathematica-like) tool
calculus einstein geometry matrix-calculations matrix-decompositions matrix-factorization parser-combinators riemann tensor
Last synced: 11 Jan 2026
https://github.com/benedekrozemberczki/grarep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 11 Apr 2025
https://github.com/benedekrozemberczki/GraRep
A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
aane asne deep-learning deepwalk embedding gensim graph-embedding graph2vec grarep matrix-factorization network-embedding nmf node-embedding node2vec role2vec singular-value-decomposition svd tadw walklets word2vec
Last synced: 09 Jul 2025
https://github.com/madrury/linalg
A linear algebra library in C. For fun.
linear-algebra matrix-factorization
Last synced: 24 Apr 2025
https://github.com/amoussawi/recoder
Large scale training of factorization models for Collaborative Filtering with PyTorch
autoencoder collaborative-filtering deep-learning machine-learning matrix-factorization pytorch recommender-system
Last synced: 19 Nov 2025
https://github.com/takuti/recommendation.jl
Building recommender systems in Julia
collaborative-filtering factorization-machines julia machine-learning matrix-factorization recommender-system singular-value-decomposition
Last synced: 14 Apr 2025
https://github.com/malb/m4ri
M4RI is a library for fast arithmetic with dense matrices over GF(2)
c linear-algebra matrix-factorization matrix-multiplication
Last synced: 13 Oct 2025
https://github.com/benedekrozemberczki/nmfadmm
A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).
admm beta-divergence deepwalk embedding factorization feature-extraction lda matrix-factorization nmf node2vec optimization pca principal-component-analysis principal-components sparse-matrix topic-modeling unsupervised-learning unsupervised-machine-learning word-embedding word2vec
Last synced: 27 Jul 2025
https://github.com/nanxstats/deep-learning-recipes
🍱 R implementation for selected machine learning methods with deep learning frameworks (Keras, Tensorflow)
deep-learning keras matrix-factorization r recommender-system tensorflow triplet-loss
Last synced: 23 Aug 2025
https://github.com/benedekrozemberczki/boostedfactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
boostedne boosting boosting-machine data-mining deepwalk dimensionality-reduction factorization-machine gradient-boosting gradient-boosting-machine l-ensnmf machine-learning matrix-factorization network-embedding nmf nmf-decomposition node-embedding node2vec sklearn unsupervised-learning word2vec
Last synced: 21 Aug 2025
https://github.com/perazz/fortran-lapack
Modern Fortran Linear Algebra library
blas eigenvalues eigenvectors fortran fortran-package-manager lapack lapack95 lapacke linear-algebra linear-equations machine-learning matrix-factorization modern-fortran modern-fortran-modules numpy singular-values svd
Last synced: 17 Mar 2025
https://github.com/jbochi/facts
Matrix Factorization based recsys in Golang. Because facts are more important than ever
implicit implicit-feedback matrix-factorization recommender-system
Last synced: 11 Apr 2025
https://github.com/mohamed82008/differentiablefactorizations.jl
Differentiable matrix factorizations using ImplicitDifferentiation.jl.
automatic-differentiation cholesky-decomposition eigendecomposition forward-mode-autodiff generalized-eigenvalue implicit-differentiation lu-decomposition matrix-decompositions matrix-factorization qr-decomposition reverse-mode-autodiff schur-decomposition svd svd-matrix-factorisation
Last synced: 14 Mar 2025
https://github.com/tohtsky/irspack
Train, evaluate, and optimize implicit feedback-based recommender systems.
eigen evaluation-framework hyperparameter-optimization knn-algorithm matrix-factorization optuna pybind11 recommender-systems
Last synced: 30 Apr 2025
https://github.com/david-cortes/recometrics
(Python, R, C++) Library-agnostic evaluation framework for implicit-feedback recommender systems
implicit-feedback matrix-factorization recommender-systems
Last synced: 08 May 2025
https://github.com/mpf/qrupdate.jl
Column and row updates to "Q-less" QR decomposition, including stable least-squares solves
julia linear-algebra matrix-computations matrix-factorization numerical-methods
Last synced: 01 Aug 2025
https://github.com/maciejkula/binge
Recommendation models that use binary rather than floating point operations at prediction time.
deep-learning learning-to-rank machine-learning matrix-factorization recommender
Last synced: 14 Jul 2025
https://github.com/cbg-ethz/scdef
Deep exponential families for single-cell data.
batch-integration gene-signatures hierarchical-models jax matrix-factorization scrna-seq single-cell-rna-seq variational-inference
Last synced: 17 Oct 2025
https://github.com/ukrbublik/you-can-not-recommend
Recommender system engine on NodeJS
collaborative-filtering machine-learning matrix-factorization nodejs ratings recommendation-engine recommendation-system recommender-system
Last synced: 03 Oct 2025
https://github.com/egpivo/SpatPCA
R Package: Regularized Principal Component Analysis for Spatial Data
admm covariance-estimation eigenfunctions lasso matrix-factorization pca r r-package rcpparmadillo rcppparallel regularization spatial spatial-data-analysis splines
Last synced: 13 Jul 2025
https://github.com/egpivo/spatpca
R Package: Regularized Principal Component Analysis for Spatial Data
admm covariance-estimation eigenfunctions lasso matrix-factorization pca r r-package rcpparmadillo rcppparallel regularization spatial spatial-data-analysis splines
Last synced: 29 Jul 2025
https://github.com/cod3licious/simec
Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations
deep-learning embeddings machine-learning matrix-factorization neural-network representation-learning
Last synced: 12 Aug 2025
https://github.com/praful932/tf-rec
Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.
deep-learning keras machine-learning machine-learning-algorithms matrix-factorization python python-library recommendation-system recommender-system svd svdplusplus svdpp tensorflow
Last synced: 03 Oct 2025
https://github.com/biolab/orange3-datafusion
🍊 :link: Data fusion add-on for Orange3
data-fusion matrix-decompositions matrix-factorization
Last synced: 14 Aug 2025
https://github.com/k3jph/cmna-pkg
Computational Methods for Numerical Analysis
bisection differential-equations heat-equation interpolation least-squares matrix-factorization monte-carlo newton numerical-analysis optimization partial-differential-equations quadrature root-finding secant splines testthat traveling-salesperson wave-equation
Last synced: 10 Sep 2025
https://github.com/alan-turing-institute/rpsmf
Code for Probabilistic Sequential Matrix Factorization
bayesian-methods matrix-factorization online-algorithms probabilistic-models reproducible-research reproducible-science sequential-data time-series time-series-analysis time-series-forecasting
Last synced: 05 May 2025
https://github.com/tlatkowski/neural-recommender
Neural recommender system implementation in TensorFlow.
collaborative-filtering deep-learning deep-neural-network deep-neural-networks matrix-factorization neural-collaborative-filtering recommendation-algorithms recommendation-system recommender-system recommender-systems
Last synced: 06 May 2025
https://github.com/jbrown1618/vector
A linear algebra library for TypeScript and JavaScript
cholesky-decomposition gauss-jordan least-squares linear-algebra linear-algebra-library linear-regression lu-decomposition matrix matrix-calculations matrix-factorization matrix-multiplication qr-decomposition singular-value-decomposition svd typescript vector vector-math
Last synced: 22 Jan 2026
https://github.com/seyedhosseinzadeh/sucp
Leveraging Social Influence based on Users Activity Centers for Point-of-Interest Recommendation
matrix-factorization point-of-interest python27 recommendation-system social-influence social-network
Last synced: 09 Apr 2025
https://github.com/benedekrozemberczki/graf
Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .
clustering community community-detection deepwalk embedding factorization graph graph-embedding implicit-factorization machine-learning matrix-factorization node-embedding node2vec semisupervised-learning struc2vec structural-embedding tensorflow unsupervised-learning word2vec
Last synced: 11 Apr 2025
https://github.com/changwoolee/blast
[NeurIPS 2024] BLAST: Block Level Adaptive Structured Matrix for Efficient Deep Neural Network Inference
efficient-inference large-language-models llama matrix-factorization matrix-multiplication model-compression
Last synced: 11 Apr 2025
https://github.com/yxtay/glove-tensorflow
Implementation of GloVe using TensorFlow estimator API
cloud-ml-engine docker embedding glove google-cloud-ml-engine google-cloud-platform matrix-factorization tensorboard tensorflow tensorflow-2 tensorflow-distributed tensorflow-estimator-api tensorflow-estimators tensorflow-serving word-embedding
Last synced: 08 May 2025
https://github.com/gentaiscool/matrix_fact
Matrix Factorization Library
convex matrix matrix-factorization python pytorch svd
Last synced: 10 Apr 2025
https://github.com/sebastianament/blockfactorizations.jl
This package contains a data structure that wraps a matrix of matrices or factorizations and acts like the matrix resulting from concatenating the input matrices without allocating further memory.
block-matrix block-matrix-multiplication julia linear-algebra matrix matrix-decomposition matrix-factorization
Last synced: 13 Apr 2025
https://github.com/haekyu/mfrwr
A Comparative Study of Matrix Factorization and Random Walk with Restart
bigdata2017 matrix-factorization random-walk-with-restart recommender-system
Last synced: 02 Aug 2025
https://github.com/risilab/Learnable_MMF
Learning Multiresolution Matrix Factorization and its Wavelet Networks on Graphs
graph-neural-networks matrix-factorization multiresolution-analysis reinforcement-learning wavelet-analysis
Last synced: 15 Jul 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/conradsnicta/pyarmadillo
streamlined linear algebra library for Python - https://pyarma.sourceforge.io
armadillo blas cpp11 lapack linear-algebra linear-algebra-library matrix-factorization matrix-functions mkl numpy pybind11 python scientific-computing scipy
Last synced: 06 Oct 2025
https://github.com/gentaiscool/pmf
Probabilistic Matrix Factorization on MovieLens 100K
matrix-factorization movielens pmf scikit-learn sklearn sparse
Last synced: 15 Apr 2025
https://github.com/jennalandy/bayesnmf
R package for bayesNMf, a computationally efficient Gibbs sampler for Bayesian Poisson NMF which automatically determines the number of latent factors while quantifying uncertainties of the learned matrices.
bayesian-inference bayesian-nmf gibbs-sampling matrix-factorization mutational-signatures nmf non-negative-matrix-factorization r-package
Last synced: 23 Apr 2025
https://github.com/andrewssobral/poblano_toolbox
Poblano Toolbox (Sandia National Labs)
matrix matrix-factorization nonlinear-optimization
Last synced: 10 Apr 2025