recommendation-system

There are 122 repositories under recommendation-system topic.

recommenders-team / recommenders
Best Practices on Recommendation Systems
ai artificial-intelligence data-science deep-learning jupyter-notebook kubernetes machine-learning operationalization python ranking rating recommendation recommendation-algorithm recommendation-engine recommendation-system recommender tutorial
Language:Python 21094
openvinotoolkit / openvino
OpenVINO™ is an open source toolkit for optimizing and deploying AI inference
inference deep-learning openvino ai computer-vision diffusion-models generative-ai llm-inference natural-language-processing nlp performance-boost speech-recognition stable-diffusion deploy-ai optimize-ai transformers yolo recommendation-system good-first-issue
Language:C++ 9181
amusi / Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
computer-vision deep-learning interview machine-learning natural-language-processing recommendation-system slam
8590
greyhatguy007 / Machine-Learning-Specialization-Coursera
Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG
andrew-ng andrew-ng-machine-learning coursera coursera-assignment coursera-specialization decision-trees deep-learning linear-regression logistic-regression machine-learning mooc neural-network python recommendation-system solutions supervised-machine-learning tensorflow unsupervised-learning unsupervised-machine-learning
Language:Jupyter Notebook 6422
RUCAIBox / RecBole
A unified, comprehensive and efficient recommendation library
collaborative-filtering ctr-prediction deep-learning graph-neural-networks knowledge-graph pytorch recommendation-system recommendations recommender recommender-systems sequential-recommendation
Language:Python 4063
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Language:Python 3727
pytorch / torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Language:Python 2352
mJackie / RecSys
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
ctr ctr-prediction machine-learning recommendation-system recommender-system
2051
tangxyw / RecSysPapers
推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.
calibration causal-inference cold-start contrastive-learning debias distillation diverse fairness match papers rank re-rank recommendation-system feedback-delay pre-rank look-alike multi-scenario multi-task reinforcement-learning multi-modal
Language:Python 1977
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
framework machine-learning python recommendation-algorithm recommendation-system recommender-system tensorflow
Language:Python 1293
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 1162
NVIDIA-Merlin / NVTabular
NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.
deep-learning feature-engineering feature-selection gpu machine-learning nvidia preprocessing recommendation-system recommender-system
Language:Python 1099
tsinghua-fib-lab / GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
gnn graph-neural-networks gcn graph-convolutional-networks recommendation-system recommendation recommendation-algorithms recommender-system graph-representation-learning information-retrieval
1060
NVIDIA-Merlin / HugeCTR
HugeCTR is a high efficiency GPU framework designed for Click-Through-Rate (CTR) estimating training
cpp deep-learning gpu-acceleration recommendation-system recommender-system
Language:C++ 1036
imsheridan / DeepRec
推荐、广告工业界经典以及最前沿的论文、资料集合/ Must-read Papers on Recommendation System and CTR Prediction
deep-learning recommendation-system recommendation reinforcement-learning exploration-exploitation computational-advertising
1018
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 1009
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 998
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 984
NVIDIA-Merlin / Merlin
NVIDIA Merlin is an open source library providing end-to-end GPU-accelerated recommender systems, from feature engineering and preprocessing to training deep learning models and running inference in production.
deep-learning end-to-end gpu-acceleration machine-learning recommendation-system recommender-system
Language:Python 860
chocoluffy / deep-recommender-system
key Deep Learning engineering tricks in recsys
data-science deep-learning kaggle recommendation-system
Language:Jupyter Notebook 801
rasadov / EcommerceAPI
Modular e-commerce backend with a GraphQL gateway and gRPC microservices for accounts, products, orders, payments, and recommendations.
backend docker docker-compose ecommerce elasticsearch event-driven gin go gqlgen graphql grpc kafka microservices postgresql protobuf python recommendation-system recommender-system
Language:Go 634
EdoardoBotta / RQ-VAE-Recommender
[Pytorch] Generative retrieval model using semantic IDs from "Recommender Systems with Generative Retrieval"
generative generative-ai generative-retrieval gumbel recommendation recommendation-system recommender recommender-system recommendersystems retrieval retrieval-systems semantic-id semantic-ids vae variational-autoencoder variational-autoencoders
Language:Python 608
datawhalechina / torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
ctr-prediction pytorch recommendation-system recsys deep-learning recommendation-algorithms recommendation-engine recommender-system
Language:Python 600
awarebayes / RecNN
Reinforced Recommendation toolkit built around pytorch 1.7
pytorch reinforcement-learning news-recommendation pytorch-rl recommender-system recommendation-system library toolkit
Language:Python 586
AJAX-Movie-Recommendation-System-with-Sentiment-Analysis
kishan0725 / AJAX-Movie-Recommendation-System-with-Sentiment-Analysis
A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user
ajax api machine-learning movie-recommendation movie-recommendation-system movie-recommender nlp python recommendation-system sentiment-analysis
Language:Jupyter Notebook 584
qdrant / awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
metric-learning awesome-list tutorials survey recommendation-system anomaly-detection semantic-similarity similarity-search
515
caserec / CaseRecommender
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
rating-prediction recommender-systems python evaluation ranking top-k recommendation-system
Language:Python 498
qcymkxyc / RecSys
项亮的《推荐系统实践》的代码实现
machine-learning recommendation-system recommender-system
Language:Jupyter Notebook 496
HKUDS / LLMRec
[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
content-based-recommendation data-augmentation-strategies graph-augmentation recommendation-system recommendation-with-side-information multi-modal-recommendation colloborative-filtering graph-learning
Language:Python 490
criteo-research / reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
openai-gym pytorch recommendation-system criteo
Language:Jupyter Notebook 479
ylongqi / openrec
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
recommendation-system deep-learning machine-learning ml deep-neural-networks recommendation recommendation-algorithm
Language:Python 418
KevinLiao159 / MyDataSciencePortfolio
Applying Data Science and Machine Learning to Solve Real World Business Problems
data-science nlp machine-learning api recommendation-system spark data-visualization neural-networks
Language:Jupyter Notebook 404
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
ae bert4rec dae pytorch recommendation-system vae
Language:Python 401
MobileTeleSystems / RecTools
RecTools - library to build Recommendation Systems easier and faster than ever before
deep-learning machine-learning personalization recomendations recommendation-system recsys recommendation-algorithms recommendation-engine recommender-system
Language:Python 401
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
recommendation-system collaborative-filtering python-flask spark
Language:Python 387
DataSystemsLab / recdb-postgresql
RecDB is a recommendation engine built entirely inside PostgreSQL
recommendation-algorithms database recommendation-engine recommender-system recommendation recommendation-system machine-learning
Language:C 370

recommendation-system

recommenders-team / recommenders

openvinotoolkit / openvino

amusi / Deep-Learning-Interview-Book

greyhatguy007 / Machine-Learning-Specialization-Coursera

RUCAIBox / RecBole

benfred / implicit

pytorch / torchrec

mJackie / RecSys

tangxyw / RecSysPapers

jfkirk / tensorrec

cheungdaven / DeepRec

NVIDIA-Merlin / NVTabular

tsinghua-fib-lab / GNN-Recommender-Systems

NVIDIA-Merlin / HugeCTR

imsheridan / DeepRec

towardsai / tutorials

PreferredAI / cornac

MaurizioFD / RecSys2019_DeepLearning_Evaluation

NVIDIA-Merlin / Merlin

chocoluffy / deep-recommender-system

rasadov / EcommerceAPI

EdoardoBotta / RQ-VAE-Recommender

datawhalechina / torch-rechub

awarebayes / RecNN

kishan0725 / AJAX-Movie-Recommendation-System-with-Sentiment-Analysis

qdrant / awesome-metric-learning

caserec / CaseRecommender

qcymkxyc / RecSys

HKUDS / LLMRec

criteo-research / reco-gym

ylongqi / openrec

KevinLiao159 / MyDataSciencePortfolio

jaywonchung / BERT4Rec-VAE-Pytorch

MobileTeleSystems / RecTools

XuefengHuang / RecommendationSystem

DataSystemsLab / recdb-postgresql