collaborative-filtering

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.

matching collaborative-filtering factorization-machines recommendation mind dssm youtubednn comirec

UpdatedApr 26, 2025
Python

hexiangnan /neural_collaborative_filtering

Star1.9k

Neural Collaborative Filtering

deep-learning collaborative-filtering recommender-system

UpdatedAug 27, 2022
Python

NVIDIA /DeepRecommender

Star1.7k

Deep learning for recommender systems

deep-learning gpu collaborative-filtering recommendation-engine deep-autoencoders

UpdatedMay 17, 2021
Python

cheungdaven /DeepRec

Star1.2k

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

UpdatedJun 1, 2022
Python

rixwew /pytorch-fm

Star1.1k

Factorization Machine models in PyTorch

pytorch collaborative-filtering factorization-machines fm movielens-dataset ffm ctr-prediction dcn deepfm neural-collaborative-filtering xdeepfm pnn nfm autoint fnfm criteo-dataset avazu-dataset hofm

UpdatedApr 8, 2024
Python

wubinzzu /NeuRec

Star1.1k

Next RecSys Library

deep-learning social-network tensorflow collaborative-filtering neural-networks autoencoder convolutional-neural-networks sequential recommender-systems gcn adversarial-learning variational-autoencoder

UpdatedMar 24, 2023
Python

towardsai /tutorials

Star1k

AI-related tutorials. Access any of them for free →https://towardsai.net/editorial

python nlp data-science machine-learning tutorial programming deep-learning sentiment-analysis math linear-algebra mathematics collaborative-filtering neural-networks recommendation-system monte-carlo-simulation python-tutorial google-colab

UpdatedMay 4, 2024
Jupyter Notebook

PreferredAI /cornac

Star992

A Comparative Framework for Multimodal Recommender Systems

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

UpdatedOct 4, 2025
Python

MaurizioFD /RecSys2019_DeepLearning_Evaluation

Star985

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.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

UpdatedMay 25, 2023
Python

xiangwang1223 /neural_graph_collaborative_filtering

Star840

Neural Graph Collaborative Filtering, SIGIR2019

collaborative-filtering recommender-system recommendation neural-collaborative-filtering graph-neural-network sigir2019 high-order-connectivity personalized-recommendation

UpdatedMay 7, 2020
Python

bluemapleman /NewsRecommendSystem

Star790

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.

collaborative-filtering recommender-system content-based-recommendation news-recommendation

UpdatedMay 21, 2019
Java

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)