recommendation-system

There are 103 repositories under recommendation-system topic.

recommenders-team / recommenders
Best Practices on Recommendation Systems
machine-learning recommender ranking deep-learning python jupyter-notebook recommendation-algorithm rating operationalization kubernetes azure microsoft recommendation-system recommendation-engine recommendation data-science tutorial artificial-intelligence
Language:Python 18102
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
6926
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++ 6025
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommender-system recommendation-system recommendation
Language:Python 3435
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 3198
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 2788
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
1898
pytorch / torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Language:Python 1735
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
machine-learning tensorflow recommendation-system python recommender-system recommendation-algorithm framework
Language:Python 1262
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
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 1013
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 1008
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
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
981
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 966
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++ 896
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
895
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 820
chocoluffy / deep-recommender-system
深度学习在推荐系统中的应用及论文小结。
kaggle deep-learning data-science recommendation-system
Language:Jupyter Notebook 791
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 691
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 572
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
python ajax machine-learning nlp sentiment-analysis recommendation-system api movie-recommender movie-recommendation movie-recommendation-system
Language:Jupyter Notebook 496
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 469
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 458
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 457
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
441
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 406
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 388
jinze1994 / ATRank
An Attention-Based User Behavior Modeling Framework for Recommendation
recommendation-system
Language:Python 362
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
recommendation-system collaborative-filtering python-flask spark
Language:Python 355
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 351
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 350
daicoolb / RecommenderSystem-DataSet
This repository contains some datasets that I have collected in Recommender Systems.
recommendation-system dataset recommender-system
338
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
recommendation-system bert4rec ae dae vae pytorch
Language:Python 337
LongmaoTeamTf / deep_recommenders
Deep Recommenders
deep-learning ranking retrieval recommendation-system multi-task-learning
Language:Python 325
pierpaolo28 / Artificial-Intelligence-Projects
Collection of Artificial Intelligence projects.
machine-learning artificial-intelligence recommendation-system data-science programming ai deep-learning reinforcement-learning deployment
Language:Jupyter Notebook 309

recommendation-system

recommenders-team / recommenders

amusi / Deep-Learning-Interview-Book

openvinotoolkit / openvino

benfred / implicit

RUCAIBox / RecBole

greyhatguy007 / Machine-Learning-Specialization-Coursera

mJackie / RecSys

pytorch / torchrec

jfkirk / tensorrec

cheungdaven / DeepRec

tangxyw / RecSysPapers

NVIDIA-Merlin / NVTabular

MaurizioFD / RecSys2019_DeepLearning_Evaluation

imsheridan / DeepRec

towardsai / tutorials

NVIDIA-Merlin / HugeCTR

tsinghua-fib-lab / GNN-Recommender-Systems

PreferredAI / cornac

chocoluffy / deep-recommender-system

NVIDIA-Merlin / Merlin

awarebayes / RecNN

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

qcymkxyc / RecSys

criteo-research / reco-gym

caserec / CaseRecommender

qdrant / awesome-metric-learning

ylongqi / openrec

KevinLiao159 / MyDataSciencePortfolio

jinze1994 / ATRank

XuefengHuang / RecommendationSystem

datawhalechina / torch-rechub

DataSystemsLab / recdb-postgresql

daicoolb / RecommenderSystem-DataSet

jaywonchung / BERT4Rec-VAE-Pytorch

LongmaoTeamTf / deep_recommenders

pierpaolo28 / Artificial-Intelligence-Projects