matrix-factorization
There are 733 repositories under matrix-factorization topic.
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！
lyst/lightfm
A Python implementation of LightFM, a hybrid recommendation algorithm.
benfred/implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
guoguibing/librec
LibRec: A Leading Java Library for Recommender Systems, see
maciejkula/spotlight
Deep recommender models using PyTorch.
benedekrozemberczki/awesome-community-detection
A curated list of community detection research papers with implementations.
ZiyaoGeng/RecLearn
Recommender Learning with Tensorflow2.x
Reference-LAPACK/lapack
LAPACK development repository
cheungdaven/DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
uncomplicate/neanderthal
Fast Clojure Matrix Library
ibayer/fastFM
fastFM: A Library for Factorization Machines
PreferredAI/cornac
A Comparative Framework for Multimodal Recommender Systems
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.
benedekrozemberczki/graph2vec
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
andrewssobral/lrslibrary
Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos
kakao/buffalo
TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems
mims-harvard/nimfa
Nimfa: Nonnegative matrix factorization in Python
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)
conradsnicta/armadillo-code
Armadillo: fast C++ library for linear algebra & scientific computing - https://arma.sourceforge.net
yihong-chen/neural-collaborative-filtering
pytorch version of neural collaborative filtering
zenogantner/MyMediaLite
recommender system library for the CLR (.NET)
cnclabs/smore
SMORe: Modularize Graph Embedding for Recommendation
sb-ai-lab/RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
Gsunshine/Enjoy-Hamburger
[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
hiroyuki-kasai/NMFLibrary
NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1
benedekrozemberczki/AttentionWalk
A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).
chyikwei/recommend
recommendation system with python
khanhnamle1994/MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
sisinflab/elliot
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
benedekrozemberczki/GEMSEC
The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).
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.
xiangyue9607/BioNEV
Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)
dlaptev/RobustPCA
Robust PCA implementation and examples (Matlab)
lsjsj92/recommender_system_with_Python
recommender system tutorial with Python
USTCLLM/RecStudio
A highly-modularized and recommendation-efficient recommendation library based on PyTorch.
xptree/NetMF
Network Embedding as Matrix Factorization: Unifying DeepWalk, LINE, PTE, and node2vec