recommendation-system

There are 116 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 20881
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++ 8821
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
8494
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 deep-learning linear-regression logistic-regression machine-learning python solutions supervised-machine-learning unsupervised-machine-learning tensorflow recommendation-system unsupervised-learning decision-trees neural-network mooc
Language:Jupyter Notebook 5996
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 3966
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Language:Python 3707
pytorch / torchrec
Pytorch domain library for recommendation systems
pytorch gpu deep-learning cuda recommender-system recommendation-system sharding
Language:Python 2339
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
machine-learning recommender-system recommendation-system ctr ctr-prediction
2047
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 1925
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
machine-learning tensorflow recommendation-system python recommender-system recommendation-algorithm framework
Language:Python 1291
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
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 1100
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
1046
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
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
computational-advertising deep-learning exploration-exploitation recommendation recommendation-system reinforcement-learning
1007
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++ 989
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 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.
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 985
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 815
chocoluffy / deep-recommender-system
key Deep Learning engineering tricks in recsys
data-science deep-learning kaggle recommendation-system
Language:Jupyter Notebook 799
awarebayes / RecNN
Reinforced Recommendation toolkit built around pytorch 1.7
library news-recommendation pytorch pytorch-rl recommendation-system recommender-system reinforcement-learning toolkit
Language:Python 586
datawhalechina / torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
ctr-prediction pytorch recommendation-system recsys
Language:Python 578
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 569
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
503
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 488
HKUDS / LLMRec
[WSDM'2024 Oral] "LLMRec: Large Language Models with Graph Augmentation for Recommendation"
colloborative-filtering content-based-recommendation data-augmentation-strategies graph-augmentation graph-learning multi-modal-recommendation recommendation-system recommendation-with-side-information
Language:Python 474
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 473
ylongqi / openrec
OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms
deep-learning deep-neural-networks machine-learning ml recommendation recommendation-algorithm recommendation-system
Language:Python 415
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 399
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
ae bert4rec dae pytorch recommendation-system vae
Language:Python 393
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
recommendation-system collaborative-filtering python-flask spark
Language:Python 384
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
jinze1994 / ATRank
An Attention-Based User Behavior Modeling Framework for Recommendation
recommendation-system
Language:Python 362
pierpaolo28 / Artificial-Intelligence-Projects
Collection of Artificial Intelligence projects.
ai artificial-intelligence data-science deep-learning deployment machine-learning programming recommendation-system reinforcement-learning
Language:Jupyter Notebook 358
daicoolb / RecommenderSystem-DataSet
This repository contains some datasets that I have collected in Recommender Systems.
dataset recommendation-system recommender-system
349

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

towardsai / tutorials

imsheridan / DeepRec

NVIDIA-Merlin / HugeCTR

PreferredAI / cornac

MaurizioFD / RecSys2019_DeepLearning_Evaluation

NVIDIA-Merlin / Merlin

chocoluffy / deep-recommender-system

awarebayes / RecNN

datawhalechina / torch-rechub

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

XuefengHuang / RecommendationSystem

DataSystemsLab / recdb-postgresql

jinze1994 / ATRank

pierpaolo28 / Artificial-Intelligence-Projects

daicoolb / RecommenderSystem-DataSet