Topic: matrix-factorization Goto Github

👇 Here are 656 public repositories matching this topic...

amazingdd / daisyrec
matrix-factorization,This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison"
User: amazingdd
recommender-system matrix-factorization factorization-machines item2vec k-nearest-neighbors pytorch slim neural-collaborative-filtering svdpp biasmf

andrewssobral / lrslibrary
matrix-factorization,Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
User: andrewssobral
rpca matrix-factorization matrix-completion tensor-decomposition tensor matlab matrix subspace-tracking subspace-learning

benedekrozemberczki / attentionwalk
matrix-factorization,A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
User: benedekrozemberczki
pytorch torch attention deepwalk node2vec word2vec matrix-factorization deep-learning structural-attention walklet

benedekrozemberczki / awesome-community-detection
matrix-factorization,A curated list of community detection research papers with implementations.
User: benedekrozemberczki
bigclam clustering community-detection data-science deep-learning deepwalk dimensionality-reduction embedding factorization graph-clustering igraph machine-learning matrix-factorization network-analysis network-clustering network-science networkx node2vec social-network unsupervised-learning

benedekrozemberczki / gemsec
matrix-factorization,The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
User: benedekrozemberczki
clustering m-nmf deepwalk node2vec word2vec tensorflow gemsec facebook deezer community-detection

benedekrozemberczki / graph2vec
matrix-factorization,A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
graph2vec subgraph2vec graph-wavelet graph-embedding node-embedding deepwalk word2vec node2vec struc2vec graph-kernel

benedekrozemberczki / m-nmf
matrix-factorization,An implementation of "Community Preserving Network Embedding" (AAAI 2017)
User: benedekrozemberczki
Home Page: https://karateclub.readthedocs.io/
m-nmf nmf matrix-factorization struc2vec come community-detection clustering implicit-factorization factorization deepwalk

benfred / implicit
matrix-factorization,Fast Python Collaborative Filtering for Implicit Feedback Datasets
User: benfred
Home Page: https://benfred.github.io/implicit/
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation

cheungdaven / deeprec
matrix-factorization,An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
User: cheungdaven
recommender-systems deep-learning tensorflow recommendation recommendation-system neural-network python collaborative-filtering rating-prediction top-n-recommendations

chyikwei / recommend
matrix-factorization,recommendation system with python
User: chyikwei
python matrix-factorization recommendation-system

cnclabs / smore
matrix-factorization,SMORe: Modularize Graph Embedding for Recommendation
Organization: cnclabs
network-embedding representation-learning matrix-factorization knowledge-graph

conradsnicta / armadillo-code
matrix-factorization,Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
User: conradsnicta
linear-algebra matrix-functions linear-algebra-library statistics matlab blas lapack scientific-computing armadillo openmp

cumf / cumf_als
matrix-factorization,CUDA Matrix Factorization Library with Alternating Least Square (ALS)
Organization: cumf
gpu matrix-factorization als machine machine-learning cuda

dawenl / cofactor
matrix-factorization,CoFactor: Regularizing Matrix Factorization with Item Co-occurrence
User: dawenl
recommender-system matrix-factorization python embeddings

dlaptev / robustpca
matrix-factorization,Robust PCA implementation and examples (Matlab)
User: dlaptev
matrix-factorization robust-pca computer-vision principal-component-analysis video-decomposition matlab admm

dselivanov / rsparse
matrix-factorization,Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.
User: dselivanov
Home Page: https://www.slideshare.net/DmitriySelivanov/matrix-factorizations-for-recommender-systems
collaborative-filtering recommender-system r matrix-factorization matrix-completion factorization-machines svd sparse-matrices

ethanrosenthal / torchmf
matrix-factorization,matrix factorization in PyTorch
User: ethanrosenthal
Home Page: https://www.ethanrosenthal.com/2017/06/20/matrix-factorization-in-pytorch/
pytorch matrix-factorization recommender-systems

eugeneyan / recsys-nlp-graph
matrix-factorization,🛒 Simple recommender with matrix factorization, graph, and NLP. Beating the regular collaborative filtering baseline.
User: eugeneyan
Home Page: https://eugeneyan.com/writing/recommender-systems-baseline-pytorch/
recommender-system pytorch nlp graph matrix-factorization

evfro / polara
matrix-factorization,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.
User: evfro
recommender-system evaluation matrix-factorization tensor-factorization top-n-recommendations collaborative-filtering

fuhailin / probabilistic-matrix-factorization
matrix-factorization,Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset
User: fuhailin
recommendation-system matrix-factorization

gsunshine / enjoy-hamburger
matrix-factorization,[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
User: gsunshine
attention differentiable-programming implicit deq matrix-factorization optimization

guoguibing / librec
matrix-factorization,LibRec: A Leading Java Library for Recommender Systems, see
User: guoguibing
Home Page: https://www.librec.net/
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix

hegongshan / recommender-systems-paper
matrix-factorization,Must-read Papers for Recommender Systems (RS)
User: hegongshan
recommender-systems collaborative-filtering deep-learning matrix-factorization rating-prediction top-n-recommendations learning-to-rank click-through-rate social-recommendation graph-based-recommendation

hiroyuki-kasai / nmflibrary
matrix-factorization,NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
User: hiroyuki-kasai
nmf optimization-algorithms matrix-factorization data-analysis constrained-optimization gradient-descent matlab-toolbox online-learning stochastic-optimizers robust-optimization

ibayer / fastfm
matrix-factorization, fastFM: A Library for Factorization Machines
User: ibayer
Home Page: http://ibayer.github.io/fastFM
machine-learning recommender-system factorization-machines matrix-factorization

irecsys / carskit
matrix-factorization,Java-Based Context-aware Recommendation Library
User: irecsys
Home Page: https://carskit.github.io/
carskit context-aware recommender-system recommendation-engine recommendations matrix-factorization context contextual

jrzaurin / recotour
matrix-factorization,A tour through recommendation algorithms in python [IN PROGRESS]
User: jrzaurin
recommendation-algorithms python3 collaborative-filtering matrix-factorization lightgbm deep-learning

kakao / buffalo
matrix-factorization,TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
Organization: kakao
cpp machine-learning matrix-factorization python recommender-system

khanhnamle1994 / metarec
matrix-factorization,PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
User: khanhnamle1994
deep-learning recommender-systems collaborative-filtering movielens-dataset matrix-factorization multilayer-perceptron autoencoders pytorch wandb tensorboard tensorflow ranking django cometml meta-learning boltzmann-machines

lmcinnes / enstop
matrix-factorization,Ensemble topic modelling with pLSA
User: lmcinnes
topic-modeling plsa dimensionality-reduction matrix-factorization

lsjsj92 / recommender_system_with_python
matrix-factorization,recommender system tutorial with Python
User: lsjsj92
python recommender-system recommendation-system recommendation-engine matrix-factorization machine-learning recommendations recommender collaborative-filtering chatgpt

lyst / lightfm
matrix-factorization,A Python implementation of LightFM, a hybrid recommendation algorithm.
Organization: lyst
machine-learning recommender python matrix-factorization learning-to-rank recommender-system

maciejkula / spotlight
matrix-factorization,Deep recommender models using PyTorch.
User: maciejkula
recommender-system deep-learning learning-to-rank python machine-learning matrix-factorization pytorch

makgyver / rectorch
matrix-factorization,rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
User: makgyver
Home Page: https://makgyver.github.io/rectorch/
recommender-system collaborative-filtering autoencoder variational-autoencoder generative-adversarial-network pypi pytorch matrix-factorization top-n-recommendations

mauriziofd / recsys2019_deeplearning_evaluation
matrix-factorization,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.
User: mauriziofd
recommender-system recommendation-system recommendation-algorithms deep-learning evaluation-framework neural-network collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility

mims-harvard / nimfa
matrix-factorization,Nimfa: Nonnegative matrix factorization in Python
Organization: mims-harvard
Home Page: http://ai.stanford.edu/~marinka/nimfa/
matrix-factorization latent-features latent-variable-models nonnegative-matrix-factorization embeddings

mims-harvard / scikit-fusion
matrix-factorization,scikit-fusion: Data fusion via collective latent factor models
Organization: mims-harvard
matrix-factorization data-fusion latent-features data-integration embeddings knowledge-graphs

preferredai / cornac
matrix-factorization,A Comparative Framework for Multimodal Recommender Systems
Organization: preferredai
Home Page: https://cornac.preferred.ai
recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality

reference-lapack / lapack
matrix-factorization,LAPACK development repository
Organization: reference-lapack
linear-algebra lapack blas lapacke linear-equations eigenvalues eigenvectors matrix-factorization singular-values svd

sb-ai-lab / replay
matrix-factorization,A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
Organization: sb-ai-lab
Home Page: https://sb-ai-lab.github.io/RePlay/
algorithms distributed-computing evaluation machine-learning pyspark pytorch recommendation-algorithms recommender-system collaborative-filtering deep-learning

sisinflab / elliot
matrix-factorization,Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
Organization: sisinflab
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

takuti / flurs
matrix-factorization,:ocean: FluRS: A Python library for streaming recommendation algorithms
User: takuti
Home Page: https://flurs.readthedocs.io/
factorization-machines matrix-factorization recommender-system machine-learning python data-science

uncomplicate / neanderthal
matrix-factorization,Fast Clojure Matrix Library
Organization: uncomplicate
Home Page: http://neanderthal.uncomplicate.org
clojure clojure-library matrix gpu gpu-computing gpgpu opencl cuda high-performance-computing vectorization

ustcml / recstudio
matrix-factorization,A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
Organization: ustcml
Home Page: http://recstudio.org.cn
collaborative-filtering ctr-prediction deep-learning factorization-machines knowledge-graph matrix-factorization pytorch recommender-system sequential-recommendation graph-neural-networks

visualize-ml / book4_power-of-matrix
matrix-factorization,Book_4_《矩阵力量》 | 鸢尾花书：从加减乘除到机器学习；上架！
User: visualize-ml
linear linear-algebra machine-learning mathematics matrix matrix-factorization

xiangyue9607 / bionev
matrix-factorization,Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
User: xiangyue9607
graph-embedding graph-embeddings-evaluation graph-embedding-methods biomedical-networks node-classification link-prediction network-embedding deepwalk node2vec line-embedding

xptree / netmf
matrix-factorization,Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec
User: xptree
social-network social-network-analysis network-embedding matrix-factorization deepwalk node2vec

yihong-chen / neural-collaborative-filtering
matrix-factorization,pytorch version of neural collaborative filtering
User: yihong-chen
python collaborative-filtering deep-learning matrix-factorization recommender-systems

zenogantner / mymedialite
matrix-factorization,recommender system library for the CLR (.NET)
User: zenogantner
Home Page: http://mymedialite.net
collaborative-filtering evaluation item-prediction matrix-factorization rating-prediction recommender-systems

ziyaogeng / reclearn
matrix-factorization,Recommender Learning with Tensorflow2.x
User: ziyaogeng
recommender-system python3 ctr-prediction criteo neural-network factorization-machine tensorflow2 deepfm afm xdeepfm