collaborative-filtering

There are 30 repositories under collaborative-filtering topic.

gorse-io / gorse
Gorse open source recommender system engine
collaborative-filtering go knn machine-learning recommender-system
Language:Go 8196
RSPapers
hongleizhang / RSPapers
A Curated List of Must-read Papers on Recommender System.
collaborative-filtering deep-learning deep-learning-based-rs read-papers recommender-system social-recommendation social-recommender survey
5946
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3438
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
Language:Java 3225
RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
recommender-systems collaborative-filtering knowledge-graph ctr-prediction deep-learning pytorch graph-neural-networks sequential-recommendation recommendations recommendation-system recommender
Language:Python 3204
robi56 / Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
collaborative-filtering deep-learning hybrid-recommendation machine-learning music-recommendation neural-network python recommender-system tensorflow
2759
shenweichen / DeepMatch
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
collaborative-filtering comirec dssm factorization-machines matching mind recommendation youtubednn
Language:Python 2154
hexiangnan / neural_collaborative_filtering
Neural Collaborative Filtering
collaborative-filtering deep-learning recommender-system
Language:Python 1749
NVIDIA / DeepRecommender
Deep learning for recommender systems
deep-autoencoders collaborative-filtering deep-learning gpu recommendation-engine
Language:Python 1681
cheungdaven / DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
recommender-systems deep-learning tensorflow recommendation recommendation-system neural-network python collaborative-filtering rating-prediction top-n-recommendations factorization-machine matrix-factorization
Language:Python 1126
wubinzzu / NeuRec
Next RecSys Library
recommender-systems neural-networks collaborative-filtering deep-learning tensorflow variational-autoencoder autoencoder convolutional-neural-networks adversarial-learning sequential gcn social-network
Language:Python 1038
rixwew / pytorch-fm
Factorization Machine models in PyTorch
autoint avazu-dataset collaborative-filtering criteo-dataset ctr-prediction dcn deepfm factorization-machines ffm fm fnfm hofm movielens-dataset neural-collaborative-filtering nfm pnn pytorch xdeepfm
Language:Python 989
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
Language:Python 984
towardsai / tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
machine-learning data-science deep-learning neural-networks math nlp python programming python-tutorial tutorial mathematics google-colab monte-carlo-simulation linear-algebra recommendation-system collaborative-filtering sentiment-analysis
Language:Jupyter Notebook 968
PreferredAI / cornac
A Comparative Framework for Multimodal Recommender Systems
recommender-system recommendation-algorithms recommendation-engine matrix-factorization collaborative-filtering multimodal-learning recommendation-system multimodality
Language:Python 824
xiangwang1223 / neural_graph_collaborative_filtering
Neural Graph Collaborative Filtering, SIGIR2019
collaborative-filtering graph-neural-network high-order-connectivity neural-collaborative-filtering personalized-recommendation recommendation recommender-system sigir2019
Language:Python 778
bluemapleman / NewsRecommendSystem
个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.
recommender-system collaborative-filtering content-based-recommendation news-recommendation
Language:Java 748
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)
recommender-system matrix-factorization factorization-machines item2vec k-nearest-neighbors pytorch slim neural-collaborative-filtering svdpp biasmf collaborative-filtering neumf deepfm nfm cdae vae afm ease
Language:Python 545
chihming / competitive-recsys
A collection of resources for Recommender Systems (RecSys)
collaborative-filtering recommendation-algorithm recsys
529
dawenl / vae_cf
Variational autoencoders for collaborative filtering
bayesian-inference collaborative-filtering recommender-systems variational-autoencoder
Language:Jupyter Notebook 524
zenogantner / MyMediaLite
recommender system library for the CLR (.NET)
collaborative-filtering evaluation item-prediction matrix-factorization rating-prediction recommender-systems
Language:C# 498
yihong-chen / neural-collaborative-filtering
pytorch version of neural collaborative filtering
python collaborative-filtering deep-learning matrix-factorization recommender-systems
Language:Jupyter Notebook 452
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
collaborative-filtering ctr-prediction embeddings graph-embedding industry-recommendations knowledge-graph-for-recommendation neural-collaborative-filtering recommender-systems sequential-recommendation session-based-recommendation
447
movielens
khanhnamle1994 / movielens
4 different recommendation engines for the MovieLens dataset.
movielens collaborative-filtering notebooks deep-learning jupyter-notebook recommender-systems content-based-recommendation
Language:Jupyter Notebook 409
SSSxCCC / Recommender-System
A developing recommender system in tensorflow2. Algorithm: UserCF, ItemCF, LFM, SLIM, GMF, MLP, NeuMF, FM, DeepFM, MKR, RippleNet, KGCN and so on.
collaborative-filtering keras-tensorflow knowledge-graph recommender-system tensorflow2 tensrflow
Language:Python 401
OnYuKang / Recommendation-systems-paperlist
Papers about recommendation systems that I am interested in
deep-learning social-network explainable-recommendations collaborative-filtering multi-armed-bandit recommendation recommender-system session-based-recommendation-system survey
359
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
collaborative-filtering python-flask recommendation-system spark
Language:Python 357
fuxuemingzhu / Summary-of-Recommender-System-Papers
阅读过的推荐系统论文的归类总结，持续更新中…
collaborative-filtering deep-learning paper recommender-system summary
342
reczoo / BARS
BARS: Towards Open Benchmarking for Recommender Systems https://openbenchmark.github.io/BARS
benchmarking ctr-prediction item-matching recommender-system collaborative-filtering ranking
Language:Python 329
HKUDS / SSLRec
[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"
collaborative-filtering contrastive-learning deep-learning graph-neural-networks recommendation-algorithms recommender-systems self-supervised-learning user-behavior
Language:Python 320
massquantity / LibRecommender
Versatile End-to-End Recommender System
recommender-system collaborative-filtering cython rust
Language:Python 320
MetaRec
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
Language:Python 295
sisinflab / elliot
Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation
recommender-system machine-learning collaborative-filtering content-based-recommendation bprmf matrix-factorization vae svdpp funksvd slim neural-collaborative-filtering k-nn k-nearest-neighbours nfm knowledge-graph recommendations tensorflow2 keras deepfm
Language:Python 266
GHamrouni / Recommender
A C library for product recommendations/suggestions using collaborative filtering (CF)
collaborative-filtering c machine-learning recommendation-engine
Language:C 263
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
Language:Python 249
sdl60660 / letterboxd_recommendations
Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username
collaborative-filtering flask letterboxd letterboxd-recommendations movie-recommendations redis-queue svd web-scraping
Language:Python 220

collaborative-filtering

gorse-io / gorse

hongleizhang / RSPapers

benfred / implicit

guoguibing / librec

RUCAIBox / RecBole

robi56 / Deep-Learning-for-Recommendation-Systems

shenweichen / DeepMatch

hexiangnan / neural_collaborative_filtering

NVIDIA / DeepRecommender

cheungdaven / DeepRec

wubinzzu / NeuRec

rixwew / pytorch-fm

MaurizioFD / RecSys2019_DeepLearning_Evaluation

towardsai / tutorials

PreferredAI / cornac

xiangwang1223 / neural_graph_collaborative_filtering

bluemapleman / NewsRecommendSystem

AmazingDD / daisyRec

chihming / competitive-recsys

dawenl / vae_cf

zenogantner / MyMediaLite

yihong-chen / neural-collaborative-filtering

mengfeizhang820 / Paperlist-for-Recommender-Systems

khanhnamle1994 / movielens

SSSxCCC / Recommender-System

OnYuKang / Recommendation-systems-paperlist

XuefengHuang / RecommendationSystem

fuxuemingzhu / Summary-of-Recommender-System-Papers

reczoo / BARS

HKUDS / SSLRec

massquantity / LibRecommender

khanhnamle1994 / MetaRec

sisinflab / elliot

GHamrouni / Recommender

evfro / polara

sdl60660 / letterboxd_recommendations