recommendation-system

There are 112 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 19167
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
7623
openvinotoolkit / openvino
OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference
ai computer-vision deep-learning deploy-ai diffusion-models generative-ai good-first-issue inference llm-inference natural-language-processing nlp openvino optimize-ai performance-boost recommendation-system speech-recognition stable-diffusion transformers yolo
Language:C++ 7225
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 3697
benfred / implicit
Fast Python Collaborative Filtering for Implicit Feedback Datasets
collaborative-filtering machine-learning matrix-factorization recommendation recommendation-system recommender-system
Language:Python 3548
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 3424
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
1949
pytorch / torchrec
Pytorch domain library for recommendation systems
cuda deep-learning gpu pytorch recommendation-system recommender-system sharding
Language:Python 1932
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 feedback-delay look-alike match multi-modal multi-scenario multi-task papers pre-rank rank re-rank recommendation-system reinforcement-learning
Language:Python 1295
jfkirk / tensorrec
A TensorFlow recommendation algorithm and framework in Python.
framework machine-learning python recommendation-algorithm recommendation-system recommender-system tensorflow
Language:Python 1277
cheungdaven / DeepRec
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
collaborative-filtering deep-learning factorization-machine matrix-factorization neural-network python rating-prediction recommendation recommendation-system recommender-systems tensorflow top-n-recommendations
Language:Python 1137
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 1047
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
992
towardsai / tutorials
AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
collaborative-filtering data-science deep-learning google-colab linear-algebra machine-learning math mathematics monte-carlo-simulation neural-networks nlp programming python python-tutorial recommendation-system sentiment-analysis tutorial
Language:Jupyter Notebook 987
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.
bpr bprmf bprslim collaborative-filtering content-based-recommendation deep-learning evaluation-framework funksvd hybrid-recommender-system hyperparameters knn matrix-completion matrix-factorization neural-network recommendation-algorithms recommendation-system recommender-system reproducibility reproducible-research slimelasticnet
Language:Python 983
tsinghua-fib-lab / GNN-Recommender-Systems
An index of recommendation algorithms that are based on Graph Neural Networks. (TORS)
gcn gnn graph-convolutional-networks graph-neural-networks graph-representation-learning information-retrieval recommendation recommendation-algorithms recommendation-system recommender-system
975
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++ 947
PreferredAI / cornac
A Comparative Framework for Multimodal Recommender Systems
collaborative-filtering matrix-factorization multimodal-learning multimodality recommendation-algorithms recommendation-engine recommendation-system recommender-system
Language:Python 877
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 796
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 767
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 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 531
caserec / CaseRecommender
Case Recommender: A Flexible and Extensible Python Framework for Recommender Systems
evaluation python ranking rating-prediction recommendation-system recommender-systems top-k
Language:Python 484
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 479
qdrant / awesome-metric-learning
😎 A curated list of awesome practical Metric Learning and its applications
anomaly-detection awesome-list metric-learning recommendation-system semantic-similarity similarity-search survey tutorials
472
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 467
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 412
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 409
KevinLiao159 / MyDataSciencePortfolio
Applying Data Science and Machine Learning to Solve Real World Business Problems
api data-science data-visualization machine-learning neural-networks nlp recommendation-system spark
Language:Jupyter Notebook 398
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 370
jinze1994 / ATRank
An Attention-Based User Behavior Modeling Framework for Recommendation
recommendation-system
Language:Python 364
XuefengHuang / RecommendationSystem
Book recommender system using collaborative filtering based on Spark
recommendation-system collaborative-filtering python-flask spark
Language:Python 364
DataSystemsLab / recdb-postgresql
RecDB is a recommendation engine built entirely inside PostgreSQL
database machine-learning recommendation recommendation-algorithms recommendation-engine recommendation-system recommender-system
Language:C 363
jaywonchung / BERT4Rec-VAE-Pytorch
Pytorch implementation of BERT4Rec and Netflix VAE.
recommendation-system bert4rec ae dae vae pytorch
Language:Python 353
daicoolb / RecommenderSystem-DataSet
This repository contains some datasets that I have collected in Recommender Systems.
dataset recommendation-system recommender-system
342
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 332

recommendation-system

recommenders-team / recommenders

amusi / Deep-Learning-Interview-Book

openvinotoolkit / openvino

greyhatguy007 / Machine-Learning-Specialization-Coursera

benfred / implicit

RUCAIBox / RecBole

mJackie / RecSys

pytorch / torchrec

tangxyw / RecSysPapers

jfkirk / tensorrec

cheungdaven / DeepRec

NVIDIA-Merlin / NVTabular

imsheridan / DeepRec

towardsai / tutorials

MaurizioFD / RecSys2019_DeepLearning_Evaluation

tsinghua-fib-lab / GNN-Recommender-Systems

NVIDIA-Merlin / HugeCTR

PreferredAI / cornac

chocoluffy / deep-recommender-system

NVIDIA-Merlin / Merlin

awarebayes / RecNN

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

caserec / CaseRecommender

qcymkxyc / RecSys

qdrant / awesome-metric-learning

criteo-research / reco-gym

ylongqi / openrec

datawhalechina / torch-rechub

KevinLiao159 / MyDataSciencePortfolio

HKUDS / LLMRec

jinze1994 / ATRank

XuefengHuang / RecommendationSystem

DataSystemsLab / recdb-postgresql

jaywonchung / BERT4Rec-VAE-Pytorch

daicoolb / RecommenderSystem-DataSet

pierpaolo28 / Artificial-Intelligence-Projects