#Matrix-factorization

Showing 20 of 20 repositories tagged #matrix-factorization, ranked by stars

Visualize-ML
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!

Score
100
★ 10.0k ⑂ 1.6k +8/day
Jupyter Notebook
lyst
lyst
lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

Score
100
★ 5.1k ⑂ 726
Python
benfred
benfred
implicit

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Score
83
★ 3.8k ⑂ 629 +1/day
Python
maciejkula
maciejkula
spotlight

Deep recommender models using PyTorch.

Score
80
★ 3.0k ⑂ 420
Python
benedekrozemberczki
benedekrozemberczki
awesome-community-detection

A curated list of community detection research papers with implementations.

Score
100
★ 2.4k ⑂ 358
Python
ZiyaoGeng
ZiyaoGeng
RecLearn

Recommender Learning with Tensorflow2.x

Score
60
★ 2.0k ⑂ 494
Python
cheungdaven
cheungdaven
DeepRec

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

Score
67
★ 1.2k ⑂ 291
Python
MaurizioFD
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.

Score
40
★ 991 ⑂ 252
Python
benedekrozemberczki
benedekrozemberczki
graph2vec

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

Score
20
★ 935 ⑂ 168
Python
kakao
kakao
buffalo

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

Score
33
★ 580 ⑂ 108
Python
yihong-chen
yihong-chen
neural-collaborative-filtering

pytorch version of neural collaborative filtering

Score
50
★ 512 ⑂ 161
Jupyter Notebook
hiroyuki-kasai
hiroyuki-kasai
NMFLibrary

NMFLibrary: Non-negative Matrix Factorization (NMF) Library: Version 2.1

Score
80
★ 343 ⑂ 101
MATLAB
benedekrozemberczki
benedekrozemberczki
GEMSEC

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Score
17
★ 258 ⑂ 52
Python
lsjsj92
lsjsj92
recommender_system_with_Python

recommender system tutorial with Python

Score
0
★ 201 ⑂ 95
Jupyter Notebook
benedekrozemberczki
benedekrozemberczki
M-NMF

An implementation of "Community Preserving Network Embedding" (AAAI 2017)

Score
0
★ 121 ⑂ 27
Python
dcwuser
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.

Score
60
★ 111 ⑂ 31
C#
dawenl
dawenl
expo-mf

Exposure Matrix Factorization: modeling user exposure in recommendation

Score
0
★ 96 ⑂ 39
Jupyter Notebook
zhanglabtools
zhanglabtools
DSMO.course

Data Science and Matrix Optimization course

Score
40
★ 74 ⑂ 37
benedekrozemberczki
benedekrozemberczki
TADW

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Score
20
★ 62 ⑂ 14
Python
Gurupradeep
Gurupradeep
Movie-Recommendation-System

Contains code which covers various methods for recommending movies, some of the methods include matrix factorisation , deep learning based recommendation systems

Score
0
★ 45 ⑂ 20
Jupyter Notebook
Related Topics
#machine-learning#recommender-system#python#deep-learning#collaborative-filtering#deepwalk#node2vec#unsupervised-learning#neural-network#recommendation-system#clustering#community-detection

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