recommendation-algorithms

Here are 54 public repositories matching this topic...

alibaba / EasyRec

A framework for large scale recommendation algorithms.

recommender-system mind recommendation-algorithms online-learning wide-and-deep automl ctr-prediction multi-task-learning din dssm capsule-network deepfm autoint esmm pdn deepmatching dlrm transformers-models eges

Updated Nov 15, 2024
Python

MaurizioFD / RecSys2019_DeepLearning_Evaluation

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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.

deep-learning neural-network reproducible-research collaborative-filtering matrix-factorization hyperparameters bpr recommendation-system recommender-system reproducibility recommendation-algorithms knn matrix-completion evaluation-framework content-based-recommendation hybrid-recommender-system funksvd bprmf bprslim slimelasticnet

Updated May 25, 2023
Python

qiaoguan / deep-ctr-prediction

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CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

afm transformer resnet recommendation recommendation-algorithms ctr-prediction ctr recommendation-algorithm factorization-machine deepfm xdeepfm deep-ctr ad-algorithm esmm deep-cross deep-interest-network fibinet

Updated Nov 15, 2019
Python

PreferredAI / cornac

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A Comparative Framework for Multimodal Recommender Systems

collaborative-filtering matrix-factorization recommendation-system recommendation-engine recommender-system recommendation-algorithms multimodality multimodal-learning

Updated Sep 14, 2024
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HKUDS / SSLRec

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[WSDM'2024 Oral] "SSLRec: A Self-Supervised Learning Framework for Recommendation"

deep-learning collaborative-filtering recommender-systems recommendation-algorithms graph-neural-networks self-supervised-learning user-behavior contrastive-learning

Updated Oct 30, 2024
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DSXiangLi / CTR

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CTR模型代码和学习笔记总结

afm tensorflow frappe recommendation-algorithms fm ffm wide-and-deep ctr-prediction dcn deepfm fnn xdeepfm deepinterestnetwork pnn nfm deep-cross fibinet

Updated Aug 28, 2021
Python

MobileTeleSystems / RecTools

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RecTools - library to build Recommendation Systems easier and faster than ever before

machine-learning deep-learning personalization recommendation-system recsys recommendation-engine recommender-system recommendation-algorithms recomendations

Updated Nov 14, 2024
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sb-ai-lab / RePlay

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A Comprehensive Framework for Building End-to-End Recommendation Systems with State-of-the-Art Models

machine-learning deep-learning algorithms evaluation distributed-computing transformers pytorch collaborative-filtering matrix-factorization pyspark recsys recommender-system recommendation-algorithms

Updated Nov 13, 2024
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gabrielspmoreira / chameleon_recsys

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Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

deep-neural-networks deep-learning tensorflow word2vec word-embeddings lstm rnn recommendation-system recommendation-engine recommender-system recommendation-algorithms rnn-tensorflow lstm-neural-networks lstm-neural-network news-recommendation

Updated Mar 24, 2023
Python

CORE-Labet / CORE

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CORE is a plug-and-play conversational agent for any recommender system.

recommendations recommender-systems recommendation-algorithms conversational-agents conversational-bots plug-and-play prerelease-versions large-language-models

Updated Jul 27, 2023
Python

busesese / MultiTaskModel

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multi task mode for esmm and mmoe

pytorch recommendation-algorithms multitask-learning esmm mmoe

Updated Jul 22, 2021
Python

Fisher87 / ai_explore

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机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

nlp machine-learning deep-learning tensorflow ner recommendation-algorithms text-matching ctr-prediction

Updated Sep 1, 2022
Python

alibaba / TorchEasyRec

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An easy-to-use for large scale recommendation algorithms.

recommender-system tdm recommendation-algorithms multi-task-learning din dssm deepfm ple

Updated Nov 15, 2024
Python

SSSxCCC / SLIM-recommendation

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A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF

recommendation-system recommendation-algorithms

Updated Jul 23, 2020
Python

hillup / recommend

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practice on movielens using pytorch

deep-learning recommendation-algorithms

Updated Jun 29, 2021
Python

AmanPriyanshu / Federated-Recommendation-Neural-Collaborative-Filtering

Sponsor

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Federated Neural Collaborative Filtering (FedNCF). Neural Collaborative Filtering utilizes the flexibility, complexity, and non-linearity of Neural Network to build a recommender system. Aim to federate this recommendation system.