recsys

There are 5 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-data-science applied-machine-learning computer-vision data-discovery data-engineering data-quality data-science deep-learning machine-learning natural-language-processing production recsys reinforcement-learning search
19692
lenskit / lenskit
LensKit recommender toolkit.
java recsys
Language:Java 940
NVIDIA-Merlin / Transformers4Rec
Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation, available for both PyTorch and Tensorflow.
transformer tensorflow pytorch tabular-data huggingface bert gtp language-model xlnet nlp seq2seq recsys recommender-system session-based-recommendation
Language:Python 534
chihming / competitive-recsys
A collection of resources for Recommender Systems (RecSys)
recsys recommendation-algorithm collaborative-filtering
488
amitkaps / recommendation
Recommendation System using ML and DL
recsys colloborative-filtering hybrid-recommender deep-learning primer workshop
Language:Jupyter Notebook 306
MaurizioFD / RecSys_Course_AT_PoliMi
This is the official repository for the Recommender Systems course at Politecnico di Milano.
algorithm bprmf bprslim cython funksvd item-knn-recommender knn mseslim p3alpha polimi politecnico-di-milano puresvd recommender-system recsys rp3beta tuning
Language:Jupyter Notebook 244
rexmex
AstraZeneca / rexmex
A general purpose recommender metrics library for fair evaluation.
deep-learning machine-learning coverage personalization mrr ranking rank recall precision rsquared evaluation metrics recsys recommender recommender-system metric
Language:Python 237
lenskit / lkpy
Python recommendation toolkit
recsys python scikit lenskit
Language:Python 205
recommenders / rival
RiVal recommender system evaluation toolkit
recommender-system evaluation recommendation-system recsys
Language:Java 148
yoongi0428 / RecSys_PyTorch
PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
recsys recommender-system pytorch pytorch-implementations collaborative-filtering
Language:Python 125
singmiya / recsys
推荐系统学习资料、源码、及读书笔记
algorithm neighborhood-based recommender-system recsys
Language:Python 123
skywaLKer518 / A-Recsys
A Tensorflow based implicit recommender system
recsys tensorflow attribute-embedding sequence-models metadata lstm
Language:Python 104
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
103
hojinYang / spotify_recSys_challenge_2018
2018 Spotify ACM RecSys Challenge 2'nd Place Solution
music-recommendation recommender-systems recsys spotify-recsys-challenge
Language:Python 59
FlinkML / flink-parameter-server
Parameter Server implementation in Apache Flink
flink flink-ml recsys online-learning
Language:Scala 52
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 40
geangohn / recsys-tutorial
Tutorials and examples of various recommender systems in industrial applications
recsys tutorial als prod2vec gnn
Language:Python 32
eggie5 / NCE-loss
Tensorflow NCE loss in Keras
word2vec recsys deep-learning keras nce nce-loss softmax loss-functions
Language:Python 28
ialab-puc / VisualRecSys-Tutorial-IUI2021
Repository for "VisRec: A Hands-on Tutorial on Deep Learning for Visual Recommender Systems" at ACM IUI 2021 conference
puc-chile tutorial visual-recsys pytorch deep-neural-networks recsys acm iui2021
Language:Jupyter Notebook 22
JuliaRecsys / Persa.jl
Recommender System framework for Julia
recommender-systems collaborative-filtering julia recsys
Language:Julia 17
hojinYang / tfrs-movierec-serving
Packaged movie recommenders as REST API using tensorflow-recommenders
movie-recommendation recsys tensorflow-recommenders tfrs
Language:Python 16
Leavingseason / RecsysChallenge2017
Our solution for Recsys Challenge 2017.
recsys challenge 2017 cold-start recsys2017 job-recommendation solution
Language:C# 16
sisinflab / recsys2021-pursuing-privacy
Material supporting the tutorial "Pursuing Privacy in Recommender Systems: The View of Users and Researchers from Regulations to Applications" held at the 15th ACM Conference on Recommender Systems in Amsterdam, Netherlands
privacy recommender-system differential-privacy secure-multi-party-computation homomorphic-encryption tensorflow-privacy pysyft tutorial recsys recsys2021 federated-learning
Language:Jupyter Notebook 15
rahmanidashti / FairRecSys
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 14
marchinho11 / travelhack
🏝 Сервис персонализированных предложений для сайта туроператора TUI
fastapi react recsys
Language:JavaScript 13
nguyenvo09 / CombatingFakeNews
This is the repository of code and dataset for paper "The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News", SIGIR 2018
pytorch recsys sigir2018 fakenews fact-checking misinformation deep-learning information-retrieval recommender-system matrix-factorization
Language:Python 12
yoongi0428 / fullstack_recsys
Fullstack recommender system project with Flask + React + PyTorch + Numpy
recsys recommender-system fullstack pytorch machine-learning
Language:Python 11
MaurizioFD / CFeCBF
This repository contains the core model we called "Collaborative filtering enhanced Content-based Filtering" published in our UMUAI article "Movie Genome: Alleviating New Item Cold Start in Movie Recommendation"
collaborative-filtering content-based-recommendation feature-weighting hybrid-recommendation hybrid-recommender hybrid-recommender-system multimedia recommender-system recsys
Language:Python 9
yoongi0428 / recsys_data_zoo
A Collection of Public Recommender System Dataset
recommender-system recsys dataset
Language:Jupyter Notebook 9
zuoxingdong / gym-recsys
Customizable RecSys Simulator for OpenAI Gym
reinforcement-learning recsys recommender-system research agent
Language:Python 9
samkeet / ClickstreamDataAnalysis
Using Machine Learning to predict and visualize user purchases using clickstream data gathered from an e-commerce site.
machine-learning python recsys
Language:HTML 8
CARecSys / CAPRI
CAPRI: Context-Aware Interpretable Point-of-Interest Recommendation Framework
capri poi recsys recommendation-system framework python location-services context
Language:Python 7
edervishaj / gan-mf-thesis
This is the repository for the Master of Science thesis titled "GAN-based Matrix Factorization for Recommender Systems".
recsys matrix-factorization generative-adversarial-network collaborative-filtering top-n-recommendations implicit-feedback feature-matching gan ebgan autoencoders recommender-systems
Language:Python 7
parklize / kgc-rec
Repository for EDM2021 paper - "Recommending Knowledge Concepts on MOOC Platforms with Meta-path-based Representation Learning"
recsys recommender mooc hin edm
Language:Python 7
yoongi0428 / dmlab_torch_tutorial
Pytorch Tutorial for DM Lab
pytorch nlp recsys
Language:Python 7
giacoballoccu / explanation-quality-recsys
Post Processing Explanations Paths in Path Reasoning Recommender Systems with Knowledge Graphs
explainability explainable-ml recommender-systems recommender-system post-processing explaination-quality reinforcement-learning mdp recsys sigir2022 ml1m lastfm kgat machine-learning recommandation metrics knowledge-graph-completion knowledge-graph
Language:Python 6

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Related Topics

deep-learning pytorch machine-learning recommender-system graph-neural-networks