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matrix-factorization

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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！

machine-learning matrix linear-algebra mathematics matrix-factorization linear

Updated May 1, 2026
Jupyter Notebook

lyst / lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

python machine-learning matrix-factorization recommender learning-to-rank recommender-system

Updated Jul 24, 2024
Python

benfred / implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

machine-learning collaborative-filtering matrix-factorization recommendation-system recommender-system recommendation

Updated May 8, 2026
Python

guoguibing / librec

LibRec: A Leading Java Library for Recommender Systems, see

java matrix collaborative-filtering matrix-factorization systems sparse recommender tensor-factorization collaborative tensor factorization filtering recommender-systems recommendation-algorithms probabilistic-graphical-models

Updated Jul 13, 2023
Java

maciejkula / spotlight

Deep recommender models using PyTorch.

python machine-learning deep-learning pytorch matrix-factorization learning-to-rank recommender-system

Updated Dec 21, 2022
Python

benedekrozemberczki / awesome-community-detection

A curated list of community detection research papers with implementations.

Updated Dec 20, 2025
Python

ZiyaoGeng / RecLearn

Recommender Learning with Tensorflow2.x

neural-network afm python3 matrix-factorization recommender-system fm ffm ctr-prediction criteo dcn factorization-machine deepfm ncf xdeepfm pnn nfm deepcross tensorflow2 widedeep

Updated Apr 29, 2022
Python

Reference-LAPACK / lapack

LAPACK development repository

linear-algebra matrix-factorization blas singular-values eigenvectors linear-equations lapack svd eigenvalues lapacke

Updated Aug 6, 2026
Fortran

cheungdaven / DeepRec

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

python deep-learning neural-network tensorflow collaborative-filtering matrix-factorization recommendation-system recommendation recommender-systems rating-prediction factorization-machine top-n-recommendations

Updated Jun 1, 2022
Python

uncomplicate / neanderthal

Fast Clojure Matrix Library

java api clojure gpu opencl matrix cuda matrix-factorization clojure-library matrix-functions gpgpu matrix-multiplication high-performance-computing gpu-computing vectorization matrix-calculations

Updated Aug 19, 2026
Clojure

ibayer / fastFM

fastFM: A Library for Factorization Machines

machine-learning matrix-factorization recommender-system factorization-machines

Updated Jul 17, 2022
Python

PreferredAI / cornac

A Comparative Framework for Multimodal Recommender Systems

collaborative-filtering matrix-factorization recommendation-system recommendation-engine recommender-system recommendation-algorithms multimodality multimodal-learning

Updated Aug 11, 2026
Python

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.

Updated May 25, 2023
Python

benedekrozemberczki / graph2vec

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Updated Nov 6, 2022
Python

andrewssobral / lrslibrary

Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos

matlab matrix matrix-factorization tensor rpca matrix-completion tensor-decomposition subspace-tracking subspace-learning

Updated Nov 22, 2025
MATLAB

kakao / buffalo

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

python machine-learning cpp matrix-factorization recommender-system

Updated May 16, 2025
Python

mims-harvard / nimfa

Nimfa: Nonnegative matrix factorization in Python

embeddings matrix-factorization latent-variable-models latent-features nonnegative-matrix-factorization

Updated Feb 12, 2021
Python

yudi-mars / 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 slim pytorch collaborative-filtering matrix-factorization vae recommender-system factorization-machines ease k-nearest-neighbors item2vec deepfm neural-collaborative-filtering neumf cdae nfm svdpp biasmf

Updated Aug 8, 2024
Python

conradsnicta / armadillo-code

Armadillo: fast C++ library for linear algebra (matrix maths) & scientific computing

Updated May 28, 2026

yihong-chen / neural-collaborative-filtering

pytorch version of neural collaborative filtering

python deep-learning collaborative-filtering matrix-factorization recommender-systems

Updated Jun 23, 2024
Jupyter Notebook

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