recsys

There are 13 repositories under recsys topic.

applied-ml
eugeneyan / applied-ml
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
applied-machine-learning production applied-data-science machine-learning data-science reinforcement-learning data-engineering recsys search deep-learning data-quality data-discovery computer-vision natural-language-processing
26049
NVIDIA-Merlin / Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.
transformer pytorch tabular-data huggingface bert gtp language-model xlnet nlp seq2seq recsys recommender-system session-based-recommendation
Language:Python 1044
lenskit / lenskit
LensKit recommender toolkit.
java recsys
Language:Java 968
CHIANGEL / Awesome-LLM-for-RecSys
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
llm rs recsys large-language-models recommender-systems awesome llm4rec llm4rs
770
Failed-ML
kennethleungty / Failed-ML
Compilation of high-profile real-world examples of failed machine learning projects
ai artificial-intelligence data-science deep-learning machine-learning ml failed-ml computer-vision data-engineering data-quality natural-language-processing production recsys failed-machine-learning failed-data-science regression forecasting classification fml
690
chihming / competitive-recsys
A collection of resources for Recommender Systems (RecSys)
collaborative-filtering recommendation-algorithm recsys
529
amitkaps / recommendation
Recommendation System using ML and DL
recsys colloborative-filtering hybrid-recommender deep-learning primer workshop
Language:Jupyter Notebook 421
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
MaurizioFD / RecSys_Course_AT_PoliMi
This is the official repository for the Recommender Systems course at Politecnico di Milano.
cython bprslim mseslim bprmf funksvd puresvd recommender-system item-knn-recommender p3alpha rp3beta politecnico-di-milano knn recsys polimi algorithm tuning
Language:Jupyter Notebook 348
facebookresearch / generative-recommenders
Repository hosting code used to reproduce results in "Actions Speak Louder than Words: Trillion-Parameter Sequential Transducers for Generative Recommendations" (https://arxiv.org/abs/2402.17152, ICML'24).
actions-speak-louder-than-words generative-recommenders hstu recommendations recommender-systems recsys
Language:Python 291
otto-de / recsys-dataset
🛍 A real-world e-commerce dataset for session-based recommender systems research.
benchmark dataset e-commerce machine-learning otto recommender-system session-based recommendations kaggle multi-objective-optimization recommendation-system recsys
Language:Python 283
rexmex
AstraZeneca / rexmex
A general purpose recommender metrics library for fair evaluation.
coverage deep-learning evaluation machine-learning metric metrics mrr personalization precision rank ranking recall recommender recommender-system recsys rsquared
Language:Python 276
lenskit / lkpy
Python recommendation toolkit
recsys python scikit lenskit
Language:Python 257
NVIDIA-Merlin / models
Merlin Models is a collection of deep learning recommender system model reference implementations
dask deep-learning gpu machine-learning pytorch rapidsai recommendation-system recommender-system recsys tensorflow
Language:Python 242
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 241
jacopotagliabue / recs-at-resonable-scale
Recommendations at "Reasonable Scale": joining dataOps with recSys through dbt, Merlin and Metaflow
dbt deep-learning metaflow reasonable-scale reclist recommender-system recsys serverless
Language:Python 221
fidelity / mabwiser
[IJAIT 2021] MABWiser: Contextual Multi-Armed Bandits Library
multi-armed-bandits contextual-bandits parametric-bandits non-parametric-bandits machine-learning recsys
Language:Python 196
sisinflab / adversarial-recommender-systems-survey
The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-dimensional) data distributions. In this survey, we provide an exhaustive literature review of 74 articles published in major RS and ML journals and conferences. This review serves as a reference for the RS community, working on the security of RS or on generative models using GANs to improve their quality.
adversarial-machine-learning future-visions literature-review recommender-system adversarial-attacks security machine-learning deep-learning gan generative-adversarial-network personalization recsys aml ai collabora
156
recommenders / rival
RiVal recommender system evaluation toolkit
evaluation recommendation-system recommender-system recsys
Language:Java 150
yoongi0428 / RecSys_PyTorch
PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
collaborative-filtering pytorch pytorch-implementations recommender-system recsys
Language:Python 137
singmiya / recsys
推荐系统学习资料、源码、及读书笔记
recommender-system neighborhood-based algorithm recsys
Language:Python 129
skywaLKer518 / A-Recsys
A Tensorflow based implicit recommender system
recsys tensorflow attribute-embedding sequence-models metadata lstm
Language:Python 107
fidelity / mab2rec
[AAAI 2024] Mab2Rec: Multi-Armed Bandits Recommender
multi-armed-bandits recommendation recsys
Language:Jupyter Notebook 103
anamarina / RecSys_course
Course on recommender systems conducted at the Faculty of Computer Science, National Research University - Higher School of Economics. Academic year 2022-2023.
recommendation-systems recommendations recommender-system recsys recsys-course
Language:Jupyter Notebook 91
boostcampaitech4lv23recsys1 / final-project-level3-recsys-01
🍁 AI를 활용한 메이플스토리 코디 추천 서비스👚👕
pytorch recsys airflow axios bigquery fastapi gcp gunicorn mongodb nginx pm2 react
Language:Python 78
creyesp / Awesome-recsys
Curated list of recommnedation system topics
awesome-list deep-learning machine-learning papers personalization recommender-system recsys
71
hojinYang / spotify_recSys_challenge_2018
2018 Spotify ACM RecSys Challenge 2'nd Place Solution
spotify-recsys-challenge recommender-systems recsys music-recommendation
Language:Python 65
sberbank-ai-lab / RePlay
RecSys Library
machine-learning pyspark pytorch recommender-systems recsys
Language:Python 61
FlinkML / flink-parameter-server
Parameter Server implementation in Apache Flink
flink flink-ml online-learning recsys
Language:Scala 57
otto-de / TRON
⚡️ Implementation of TRON: Transformer Recommender using Optimized Negative-sampling, accepted at ACM RecSys 2023.
artificial-intelligence deep-learning e-commerce gru4rec negative-sampling python pytorch pytorch-lightning recommendation-engine recommender-system recsys sasrec session-based-recommendation-system transformers
Language:Python 54
marlesson / recsys_autoencoders
This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras
deep-learning autoencoder recsys deep-recsys machinelearning
Language:Jupyter Notebook 52
geangohn / recsys-tutorial
Tutorials and examples of various recommender systems in industrial applications
recsys tutorial als prod2vec gnn
Language:Python 46
eggie5 / NCE-loss
Tensorflow NCE loss in Keras
word2vec recsys deep-learning keras nce nce-loss softmax loss-functions
Language:Python 33
rahmanidashti / FairRecSys
[Official Codes] Experiments on Generalizability of User-Oriented Fairness in Recommender Systems (SIGIR 2022)
fairness algorithmic-fairness recsys user-fairness consumer-fairness reproducibility recommender-systems python3 google-colaboratory notebook-jupyter
Language:Jupyter Notebook 32
giacoballoccu / explanation-quality-recsys
Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs
explainability explainable-ml recommender-system post-processing explaination-quality reinforcement-learning recsys sigir2022 kgat machine-learning recommandation metrics knowledge-graph dbpedia lastfm-dataset pgpr path-reasoning path-quality textual-explanations ml1m
Language:Python 29
GHRS
hadoov / GHRS
GHRS: Graph-based hybrid recommendation system with application to movie recommendation
recommendation-system recommender-system graph hybrid autoencoder graphical-models recsys collaborative-filtering
Language:Python 29

recsys

eugeneyan / applied-ml

NVIDIA-Merlin / Transformers4Rec

lenskit / lenskit

CHIANGEL / Awesome-LLM-for-RecSys

kennethleungty / Failed-ML

chihming / competitive-recsys

amitkaps / recommendation

datawhalechina / torch-rechub

MaurizioFD / RecSys_Course_AT_PoliMi

facebookresearch / generative-recommenders

otto-de / recsys-dataset

AstraZeneca / rexmex

lenskit / lkpy

NVIDIA-Merlin / models

MobileTeleSystems / RecTools

jacopotagliabue / recs-at-resonable-scale

fidelity / mabwiser

sisinflab / adversarial-recommender-systems-survey

recommenders / rival

yoongi0428 / RecSys_PyTorch

singmiya / recsys

skywaLKer518 / A-Recsys

fidelity / mab2rec

anamarina / RecSys_course

boostcampaitech4lv23recsys1 / final-project-level3-recsys-01

creyesp / Awesome-recsys

hojinYang / spotify_recSys_challenge_2018

sberbank-ai-lab / RePlay

FlinkML / flink-parameter-server

otto-de / TRON

marlesson / recsys_autoencoders

geangohn / recsys-tutorial

eggie5 / NCE-loss

rahmanidashti / FairRecSys

giacoballoccu / explanation-quality-recsys

hadoov / GHRS