Best Practices on Recommendation Systems
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Gorse open source recommender system engine
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Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
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A Python scikit for building and analyzing recommender systems
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An open source recommender system service written in Go
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A Python implementation of LightFM, a hybrid recommendation algorithm.
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Papers on Computational Advertising
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Fast Python Collaborative Filtering for Implicit Feedback Datasets
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LibRec: A Leading Java Library for Recommender Systems, see
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Classic papers and resources on recommendation
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Deep recommender models using PyTorch.
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A unified, comprehensive and efficient recommendation library
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A Deep Learning Recommender System
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Tensorflow implementation of DeepFM for CTR prediction.
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A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
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Recommender Learning with Tensorflow2.x
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Deep learning for recommender systems
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neural_collaborative_filteringby hexiangnan
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1597 Version:Current License: Permissive (Apache-2.0)
Neural Collaborative Filtering
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A Library for Field-aware Factorization Machines
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TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
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Automated upstream mirror for libbpf stand-alone build.
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A python library for implementing a recommender system
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Pytorch domain library for recommendation systems
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QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
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:+1::-1: A recommendation engine using Likes and Dislikes for your Ruby app
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A TensorFlow recommendation algorithm and framework in Python.
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bpf 学习仓库
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An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
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MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
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A framework for large scale recommendation algorithms.
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Python 1060 Version:Current
License: No License (No License)
License: No License (No License)Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
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fastFM: A Library for Factorization Machines
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knowledge_graph_attention_networkby xiangwang1223
Python 944 Version:Current License: Permissive (MIT)
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
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RecSys2019_DeepLearning_Evaluationby MaurizioFD
Python 944 Version:Current License: Strong Copyleft (AGPL-3.0)
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.
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Tensorflow-based Recommendation systems
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Factorization Machine models in PyTorch
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Factorization machines in python
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A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
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The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.
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An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset
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Recurrence the recommender paper with Tensorflow2.0
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Datasets-for-Recommender-Systemsby caserec
Jupyter Notebook 776 Version:Current License: No License (No License)
License: No License (No License)This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
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Ten thousand books, six million ratings
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neural_graph_collaborative_filteringby xiangwang1223
Python 736 Version:Current License: Permissive (MIT)
Neural Graph Collaborative Filtering, SIGIR2019
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[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
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A Comparative Framework for Multimodal Recommender Systems
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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)
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GraphJet is a real-time graph processing library.
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推荐系统
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个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.
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recommendersby microsoft
Best Practices on Recommendation Systems
Python 15863Updated: 10 mo ago License: Permissive (MIT)
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gorseby gorse-io
Gorse open source recommender system engine
Go 6907Updated: 10 mo ago License: Permissive (Apache-2.0)
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DeepCTRby shenweichen
Easy-to-use,Modular and Extendible package of deep-learning based CTR models .
Python 6872Updated: 10 mo ago License: Permissive (Apache-2.0)
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Surpriseby NicolasHug
A Python scikit for building and analyzing recommender systems
Python 5791Updated: 11 mo ago License: Permissive (BSD-3-Clause)
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gorseby zhenghaoz
An open source recommender system service written in Go
Go 5346Updated: 2 y ago License: No License (No License)
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lightfmby lyst
A Python implementation of LightFM, a hybrid recommendation algorithm.
Python 4348Updated: 11 mo ago License: Permissive (Apache-2.0)
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Ad-papersby wzhe06
Papers on Computational Advertising
Python 3918Updated: 10 mo ago License: Permissive (MIT)
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implicitby benfred
Fast Python Collaborative Filtering for Implicit Feedback Datasets
Python 3184Updated: 10 mo ago License: Permissive (MIT)
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librecby guoguibing
LibRec: A Leading Java Library for Recommender Systems, see
Java 3175Updated: 10 mo ago License: Proprietary (Proprietary)
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Reco-papersby wzhe06
Classic papers and resources on recommendation
Python 3126Updated: 10 mo ago License: Permissive (MIT)
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spotlightby maciejkula
Deep recommender models using PyTorch.
Python 2858Updated: 11 mo ago License: Permissive (MIT)
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RecBoleby RUCAIBox
A unified, comprehensive and efficient recommendation library
Python 2681Updated: 10 mo ago License: Permissive (MIT)
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SparrowRecSysby wzhe06
A Deep Learning Recommender System
Python 2123Updated: 10 mo ago License: Permissive (Apache-2.0)
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tensorflow-DeepFMby ChenglongChen
Tensorflow implementation of DeepFM for CTR prediction.
Python 2000Updated: 1 y ago License: Permissive (MIT)
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DeepMatchby shenweichen
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.
Python 1959Updated: 10 mo ago License: Permissive (Apache-2.0)
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RecLearnby ZiyaoGeng
Recommender Learning with Tensorflow2.x
Python 1664Updated: 11 mo ago License: Permissive (MIT)
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DeepRecommenderby NVIDIA
Deep learning for recommender systems
Python 1643Updated: 1 y ago License: Permissive (MIT)
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neural_collaborative_filteringby hexiangnan
Neural Collaborative Filtering
Python 1597Updated: 1 y ago License: Permissive (Apache-2.0)
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libffmby ycjuan
A Library for Field-aware Factorization Machines
C++ 1578Updated: 11 mo ago License: Permissive (BSD-3-Clause)
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recommendersby tensorflow
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
Python 1575Updated: 11 mo ago License: Permissive (Apache-2.0)
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libbpfby libbpf
Automated upstream mirror for libbpf stand-alone build.
C 1461Updated: 10 mo ago License: Proprietary (Proprietary)
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python-recsysby ocelma
A python library for implementing a recommender system
Python 1452Updated: 1 y ago License: No License (No License)
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torchrecby pytorch
Pytorch domain library for recommendation systems
Python 1451Updated: 10 mo ago License: Permissive (BSD-3-Clause)
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QRecby Coder-Yu
QRec: A Python Framework for quick implementation of recommender systems (TensorFlow Based)
Python 1416Updated: 11 mo ago License: No License (No License)
1416Updated: 11 mo ago License: No License (No License)Support
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recommendableby davidcelis
:+1::-1: A recommendation engine using Likes and Dislikes for your Ruby app
Ruby 1350Updated: 1 y ago License: Permissive (MIT)
1350Updated: 1 y ago License: Permissive (MIT)Support
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tensorrecby jfkirk
A TensorFlow recommendation algorithm and framework in Python.
Python 1234Updated: 11 mo ago License: Permissive (Apache-2.0)
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DeepRecby cheungdaven
An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.
Python 1109Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
1109Updated: 1 y ago License: Strong Copyleft (GPL-3.0)Support
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movie_recommenderby chengstone
MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。
Jupyter Notebook 1108Updated: 1 y ago License: Permissive (MIT)
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EasyRecby alibaba
A framework for large scale recommendation algorithms.
Python 1081Updated: 10 mo ago License: Permissive (Apache-2.0)
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Awesome-Deep-Learning-Papers-for-Search-Recommendation-Advertisingby guyulongcs
Awesome Deep Learning papers for industrial Search, Recommendation and Advertising. They focus on Embedding, Matching, Ranking (CTR and CVR prediction), Post Ranking, Multi-task Learning, Graph Neural Networks, Transfer Learning, Reinforcement Learning, Self-supervised Learning and so on.
Python 1060Updated: 10 mo ago License: No License (No License)
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fastFMby ibayer
fastFM: A Library for Factorization Machines
Python 1022Updated: 1 y ago License: Proprietary (Proprietary)
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knowledge_graph_attention_networkby xiangwang1223
KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019
Python 944Updated: 11 mo ago License: Permissive (MIT)
944Updated: 11 mo ago License: Permissive (MIT)Support
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RecSys2019_DeepLearning_Evaluationby MaurizioFD
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.
Python 944Updated: 11 mo ago License: Strong Copyleft (AGPL-3.0)
944Updated: 11 mo ago License: Strong Copyleft (AGPL-3.0)Support
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TF-recommby songgc
Tensorflow-based Recommendation systems
Python 906Updated: 3 y ago License: Permissive (Apache-2.0)
906Updated: 3 y ago License: Permissive (Apache-2.0)Support
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pytorch-fmby rixwew
Factorization Machine models in PyTorch
Python 889Updated: 10 mo ago License: Permissive (MIT)
889Updated: 10 mo ago License: Permissive (MIT)Support
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pyFMby coreylynch
Factorization machines in python
Python 840Updated: 3 y ago License: No License (No License)
840Updated: 3 y ago License: No License (No License)Support
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moviegeekby practical-recommender-systems
A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.
Python 832Updated: 1 y ago License: Permissive (MIT)
832Updated: 1 y ago License: Permissive (MIT)Support
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SuiteSparseby DrTimothyAldenDavis
The official SuiteSparse library: a suite of sparse matrix algorithms authored or co-authored by Tim Davis, Texas A&M University.
C 820Updated: 10 mo ago License: Proprietary (Proprietary)
820Updated: 10 mo ago License: Proprietary (Proprietary)Support
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spark-movie-lensby jadianes
An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset
Jupyter Notebook 803Updated: 1 y ago License: Proprietary (Proprietary)
803Updated: 1 y ago License: Proprietary (Proprietary)Support
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Recommender-System-with-TF2.0by ZiyaoGeng
Recurrence the recommender paper with Tensorflow2.0
Python 779Updated: 3 y ago License: Permissive (MIT)
779Updated: 3 y ago License: Permissive (MIT)Support
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Datasets-for-Recommender-Systemsby caserec
This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)
Jupyter Notebook 776Updated: 1 y ago License: No License (No License)
776Updated: 1 y ago License: No License (No License)Support
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goodbooks-10kby zygmuntz
Ten thousand books, six million ratings
Jupyter Notebook 749Updated: 1 y ago License: Proprietary (Proprietary)
749Updated: 1 y ago License: Proprietary (Proprietary)Support
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neural_graph_collaborative_filteringby xiangwang1223
Neural Graph Collaborative Filtering, SIGIR2019
Python 736Updated: 11 mo ago License: Permissive (MIT)
736Updated: 11 mo ago License: Permissive (MIT)Support
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SR-GNNby CRIPAC-DIG
[AAAI 2019] Source code and datasets for "Session-based Recommendation with Graph Neural Networks"
Python 719Updated: 1 y ago License: No License (No License)
719Updated: 1 y ago License: No License (No License)Support
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cornacby PreferredAI
A Comparative Framework for Multimodal Recommender Systems
Python 716Updated: 10 mo ago License: Permissive (Apache-2.0)
716Updated: 10 mo ago License: Permissive (Apache-2.0)Support
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deep-ctr-predictionby qiaoguan
CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)
Python 681Updated: 3 y ago License: No License (No License)
681Updated: 3 y ago License: No License (No License)Support
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GraphJetby twitter
GraphJet is a real-time graph processing library.
Java 675Updated: 12 mo ago License: Permissive (Apache-2.0)
675Updated: 12 mo ago License: Permissive (Apache-2.0)Support
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NewsRecommendSystemby bluemapleman
个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.
Java 669Updated: 1 y ago License: Permissive (MIT)
669Updated: 1 y ago License: Permissive (MIT)Support
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