collaborative-filtering

There are 32 repositories under collaborative-filtering topic.

gorse-io / gorse
Gorse open source recommender system engine
recommender-system collaborative-filtering go knn machine-learning
Language:Go 9118
RSPapers
hongleizhang / RSPapers
RSTutorials: 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
6398
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 3966
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3707
guoguibing / librec
LibRec: A Leading Java Library for Recommender Systems, see
recommender-systems recommendation-algorithms collaborative-filtering matrix-factorization tensor-factorization probabilistic-graphical-models recommender systems factorization matrix tensor collaborative filtering sparse java
Language:Java 3264
robi56 / Deep-Learning-for-Recommendation-Systems
This repository contains Deep Learning based articles , paper and repositories for Recommender Systems
recommender-system deep-learning machine-learning python tensorflow music-recommendation hybrid-recommendation collaborative-filtering neural-network
2849
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 2316
hexiangnan / neural_collaborative_filtering
Neural Collaborative Filtering
deep-learning recommender-system collaborative-filtering
Language:Python 1859
NVIDIA / DeepRecommender
Deep learning for recommender systems
collaborative-filtering deep-autoencoders deep-learning gpu recommendation-engine
Language:Python 1691
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 1163
rixwew / pytorch-fm
Factorization Machine models in PyTorch
factorization-machines pytorch deepfm xdeepfm autoint ffm fm nfm fnfm dcn pnn movielens-dataset criteo-dataset avazu-dataset ctr-prediction collaborative-filtering neural-collaborative-filtering hofm
Language:Python 1057
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 1057
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 1011
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.
recommender-system recommendation-system recommendation-algorithms deep-learning evaluation-framework neural-network collaborative-filtering content-based-recommendation hybrid-recommender-system reproducibility reproducible-research knn matrix-factorization matrix-completion bpr bprmf bprslim funksvd slimelasticnet hyperparameters
Language:Python 986
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 943
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 824
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 790
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 550
dawenl / vae_cf
Variational autoencoders for collaborative filtering
recommender-systems collaborative-filtering variational-autoencoder bayesian-inference
Language:Jupyter Notebook 540
chihming / competitive-recsys
A collection of resources for Recommender Systems (RecSys)
recsys recommendation-algorithm collaborative-filtering
534
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 533
yihong-chen / neural-collaborative-filtering
pytorch version of neural collaborative filtering
python collaborative-filtering deep-learning matrix-factorization recommender-systems
Language:Jupyter Notebook 506
zenogantner / MyMediaLite
recommender system library for the CLR (.NET)
collaborative-filtering evaluation item-prediction matrix-factorization rating-prediction recommender-systems
Language:C# 506
mengfeizhang820 / Paperlist-for-Recommender-Systems
Recommender Systems Paperlist that I am interested in
recommender-systems neural-collaborative-filtering sequential-recommendation knowledge-graph-for-recommendation ctr-prediction embeddings industry-recommendations graph-embedding session-based-recommendation collaborative-filtering
450
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 440
massquantity / LibRecommender
Versatile End-to-End Recommender System
collaborative-filtering cython recommender-system rust
Language:Python 417
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.
tensrflow recommender-system tensorflow2 keras-tensorflow collaborative-filtering knowledge-graph
Language:Python 413
HKUDS / RLMRec
[WWW'2024] "RLMRec: Representation Learning with Large Language Models for Recommendation"
collaborative-filtering graph-neural-networks large-language-models recommendation recommender-systems
Language:Python 411
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
recommendation-system collaborative-filtering python-flask spark
Language:Python 381
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 378
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…
recommender-system paper summary deep-learning collaborative-filtering
377
OnYuKang / Recommendation-systems-paperlist
Papers about recommendation systems that I am interested in
collaborative-filtering deep-learning explainable-recommendations multi-armed-bandit recommendation recommender-system session-based-recommendation-system social-network survey
367
RePlay
sb-ai-lab / RePlay
A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models
algorithms distributed-computing evaluation machine-learning pyspark pytorch recommendation-algorithms recommender-system collaborative-filtering deep-learning matrix-factorization recsys transformers
Language:Python 331
MetaRec
khanhnamle1994 / MetaRec
PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models
deep-learning recommender-systems collaborative-filtering movielens-dataset matrix-factorization multilayer-perceptron autoencoders pytorch wandb tensorboard tensorflow ranking django cometml meta-learning boltzmann-machines
Language:Python 305
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 299
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 291

collaborative-filtering

gorse-io / gorse

hongleizhang / RSPapers

RUCAIBox / RecBole

benfred / implicit

guoguibing / librec

robi56 / Deep-Learning-for-Recommendation-Systems

shenweichen / DeepMatch

hexiangnan / neural_collaborative_filtering

NVIDIA / DeepRecommender

cheungdaven / DeepRec

rixwew / pytorch-fm

wubinzzu / NeuRec

towardsai / tutorials

MaurizioFD / RecSys2019_DeepLearning_Evaluation

PreferredAI / cornac

xiangwang1223 / neural_graph_collaborative_filtering

bluemapleman / NewsRecommendSystem

AmazingDD / daisyRec

dawenl / vae_cf

chihming / competitive-recsys

HKUDS / SSLRec

yihong-chen / neural-collaborative-filtering

zenogantner / MyMediaLite

mengfeizhang820 / Paperlist-for-Recommender-Systems

khanhnamle1994 / movielens

massquantity / LibRecommender

SSSxCCC / Recommender-System

HKUDS / RLMRec

XuefengHuang / RecommendationSystem

reczoo / BARS

fuxuemingzhu / Summary-of-Recommender-System-Papers

OnYuKang / Recommendation-systems-paperlist

sb-ai-lab / RePlay

khanhnamle1994 / MetaRec

sdl60660 / letterboxd_recommendations

sisinflab / elliot