Sequential deep matching model for recommender system at Alibaba
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Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username
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A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
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A tour through recommendation algorithms in python [IN PROGRESS]
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Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.
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Logistic Matrix Factorization for Implicit Feedback Data. http://stanford.edu/~rezab/nips2014workshop/submits/logmat.pdf
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Factorization Machines implementation with Tensorflow
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The Movie Database for all language movies
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KDD_CUP_2020_Debiasing_Rushby xuetf
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License: No License (No License)Solution to the Debiasing Track of KDD CUP 2020
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Get a consensus recipe for your next meal. :cookie: :cake:
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train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
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An introduction to recommendation systems in Python
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Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
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Winning solution to the Avito CTR competition
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recommender_system_with_Pythonby lsjsj92
Jupyter Notebook 138 Version:Current License: No License (No License)
License: No License (No License)recommender system tutorial with Python
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:tada: The package helps you to add user based vote system to your model.
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A pure Python implement of Collaborative Filtering based on MovieLens' dataset.
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Implemented Item, User and Hybrid based Collaborative Filtering
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ElementUI's el-select combined with el-tree.
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PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
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Basic Movie Recommendation Web Application using user-item collaborative filtering.
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RecTools - library to build Recommendation Systems easier and faster than ever before
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6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System
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Recommendation engine based on contextual word embeddings
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Site de recommandation de mangas et d'anime
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Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
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Probabilistic-Matrix-Factorizationby fuhailin
Python 128 Version:Current License: Permissive (Apache-2.0)
Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset
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Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
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Some Rank/Multi-task model implemented by Pytorch
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rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
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Sequential-Recommendation-Datasetsby guocheng2018
Python 127 Version:Current License: Permissive (Apache-2.0)
Download and preprocess popular sequential recommendation datasets
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Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "
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ElasticCTR，即飞桨弹性计算推荐系统，是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务，帮助用户在Kubernetes环境中一键完成推荐系统部署，具备高性能、工业级部署、端到端体验的特点，并且作为开源套件，满足二次深度开发的需求。
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The orocos Bayesian Filtering Library
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Large batch training of CTR models based on DeepCTR with CowClip.
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Neural models for Collaborative Filtering
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Item and User-based KNN recommendation algorithms using PySpark
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Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
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Recommender System Framework
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Randomized online matrix factorization
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Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".
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Neural-Attentive-Item-Similarity-Modelby AaronHeee
Python 119 Version:Current License: No License (No License)
License: No License (No License)TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018
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Kalman Variational Auto-Encoder
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xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
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AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction
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Python 118 Version:Current License: No License (No License)
License: No License (No License)Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.
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Java-Based Context-aware Recommendation Library
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Movie recommendations and more in MapReduce and Scalding
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Python Matrix Factorization Module
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SDMby alicogintel
Sequential deep matching model for recommender system at Alibaba
Python 148Updated: 3 y ago License: No License (No License)
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letterboxd_recommendationsby sdl60660
Scraping publicly-accessible Letterboxd data and creating a movie recommendation model with it that can generate recommendations when provided with a Letterboxd username
Python 148Updated: 11 mo ago License: Strong Copyleft (GPL-3.0)
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KGNN-LSby hwwang55
A tensorflow implementation of Knowledge-aware Graph Neural Networks with Label Smoothness regularization
Python 145Updated: 1 y ago License: Permissive (MIT)
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RecoTourby jrzaurin
A tour through recommendation algorithms in python [IN PROGRESS]
Jupyter Notebook 145Updated: 3 y ago License: No License (No License)
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ctrby blei-lab
Collaborative modeling for recommendation. Implements variational inference for a collaborative topic models. These models recommend items to users based on item content and other users' ratings.
C++ 144Updated: 3 y ago License: Strong Copyleft (GPL-2.0)
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logistic-mfby MrChrisJohnson
Logistic Matrix Factorization for Implicit Feedback Data. http://stanford.edu/~rezab/nips2014workshop/submits/logmat.pdf
Python 143Updated: 3 y ago License: Proprietary (Proprietary)
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fm_tensorflowby babakx
Factorization Machines implementation with Tensorflow
Jupyter Notebook 142Updated: 3 y ago License: No License (No License)
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The-Movie-Cinemaby kishan0725
The Movie Database for all language movies
Jupyter Notebook 142Updated: 11 mo ago License: No License (No License)
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KDD_CUP_2020_Debiasing_Rushby xuetf
Solution to the Debiasing Track of KDD CUP 2020
Jupyter Notebook 142Updated: 1 y ago License: No License (No License)
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meanrecipeby schollz
Get a consensus recipe for your next meal. :cookie: :cake:
Go 141Updated: 3 y ago License: Permissive (MIT)
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pytorch-examplesby haowei01
train models in pytorch, Learn to Rank, Collaborative Filter, Heterogeneous Treatment Effect, Uplift Modeling, etc
Python 140Updated: 1 y ago License: No License (No License)
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recommender-tutorialby topspinj
An introduction to recommendation systems in Python
HTML 140Updated: 1 y ago License: Permissive (BSD-3-Clause)
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Kitabeby Praful932
Book Recommendation System built for Book Lovers📖. Simply Rate ⭐ some books and get immediate recommendations🤩
HTML 140Updated: 11 mo ago License: Permissive (MIT)
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kaggle-avitoby owenzhang
Winning solution to the Avito CTR competition
R 139Updated: 3 y ago License: Permissive (MIT)
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recommender_system_with_Pythonby lsjsj92
recommender system tutorial with Python
Jupyter Notebook 138Updated: 1 y ago License: No License (No License)
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laravel-voteby jcc
:tada: The package helps you to add user based vote system to your model.
PHP 137Updated: 10 mo ago License: Permissive (MIT)
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MovieLens-Recommenderby fuxuemingzhu
A pure Python implement of Collaborative Filtering based on MovieLens' dataset.
Python 136Updated: 3 y ago License: No License (No License)
136Updated: 3 y ago License: No License (No License)Support
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Collaborative-Filteringby revantkumar
Implemented Item, User and Hybrid based Collaborative Filtering
Python 135Updated: 3 y ago License: No License (No License)
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el-select-treeby yujinpan
ElementUI's el-select combined with el-tree.
JavaScript 135Updated: 10 mo ago License: Permissive (MIT)
135Updated: 10 mo ago License: Permissive (MIT)Support
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RecSys_PyTorchby yoongi0428
PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.
Python 134Updated: 11 mo ago License: No License (No License)
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Movie-Recommender-Systemby asif536
Basic Movie Recommendation Web Application using user-item collaborative filtering.
HTML 134Updated: 1 y ago License: Permissive (Apache-2.0)
134Updated: 1 y ago License: Permissive (Apache-2.0)Support
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RecToolsby MobileTeleSystems
RecTools - library to build Recommendation Systems easier and faster than ever before
Python 134Updated: 1 y ago License: Permissive (Apache-2.0)
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KDDCUP-2020by ChuanyuXue
6th Solution for 2020-KDDCUP: Multi-Channel Retrieve and Sorting for Debiasing Recommender System
Python 133Updated: 2 y ago License: No License (No License)
133Updated: 2 y ago License: No License (No License)Support
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word2vec-recommenderby manasRK
Recommendation engine based on contextual word embeddings
Python 131Updated: 3 y ago License: Permissive (MIT)
131Updated: 3 y ago License: Permissive (MIT)Support
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mangakiby mangaki
Site de recommandation de mangas et d'anime
Python 131Updated: 2 y ago License: Strong Copyleft (AGPL-3.0)
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SIGIR2020_peterrecby fajieyuan
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
Python 130Updated: 3 y ago License: No License (No License)
130Updated: 3 y ago License: No License (No License)Support
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P5by jeykigung
Python 130Updated: 11 mo ago License: Permissive (MIT)
130Updated: 11 mo ago License: Permissive (MIT)Support
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Probabilistic-Matrix-Factorizationby fuhailin
Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset
Python 128Updated: 3 y ago License: Permissive (Apache-2.0)
128Updated: 3 y ago License: Permissive (Apache-2.0)Support
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sigir2020_peterrecby fajieyuan
Parameter-Efficient Transfer from Sequential Behaviors for User Modeling and Recommendation
Python 128Updated: 3 y ago License: No License (No License)
128Updated: 3 y ago License: No License (No License)Support
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rec_panguby HaSai666
Some Rank/Multi-task model implemented by Pytorch
Python 128Updated: 1 y ago License: Permissive (MIT)
128Updated: 1 y ago License: Permissive (MIT)Support
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rectorchby makgyver
rectorch is a pytorch-based framework for state-of-the-art top-N recommendation
Python 127Updated: 3 y ago License: Permissive (MIT)
127Updated: 3 y ago License: Permissive (MIT)Support
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Sequential-Recommendation-Datasetsby guocheng2018
Download and preprocess popular sequential recommendation datasets
Python 127Updated: 1 y ago License: Permissive (Apache-2.0)
127Updated: 1 y ago License: Permissive (Apache-2.0)Support
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sigir16-ealsby hexiangnan
Experiments codes for SIGIR'16 paper "Fast Matrix Factorization for Online Recommendation with Implicit Feedback "
Java 127Updated: 3 y ago License: No License (No License)
127Updated: 3 y ago License: No License (No License)Support
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ElasticCTRby PaddlePaddle
ElasticCTR，即飞桨弹性计算推荐系统，是基于Kubernetes的企业级推荐系统开源解决方案。该方案融合了百度业务场景下持续打磨的高精度CTR模型、飞桨开源框架的大规模分布式训练能力、工业级稀疏参数弹性调度服务，帮助用户在Kubernetes环境中一键完成推荐系统部署，具备高性能、工业级部署、端到端体验的特点，并且作为开源套件，满足二次深度开发的需求。
Python 126Updated: 3 y ago License: Permissive (Apache-2.0)
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orocos-bayesian-filteringby orocos
The orocos Bayesian Filtering Library
C++ 126Updated: 1 y ago License: No License (No License)
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LargeBatchCTRby bytedance
Large batch training of CTR models based on DeepCTR with CowClip.
Python 126Updated: 1 y ago License: Permissive (Apache-2.0)
126Updated: 1 y ago License: Permissive (Apache-2.0)Support
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NNRecby mesuvash
Neural models for Collaborative Filtering
Python 125Updated: 3 y ago License: No License (No License)
125Updated: 3 y ago License: No License (No License)Support
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spark-knn-recommenderby evancasey
Item and User-based KNN recommendation algorithms using PySpark
Python 124Updated: 3 y ago License: Permissive (MIT)
124Updated: 3 y ago License: Permissive (MIT)Support
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kgpolicyby xiangwang1223
Reinforced Negative Sampling over Knowledge Graph for Recommendation, WWW2020
Python 123Updated: 1 y ago License: Permissive (MIT)
123Updated: 1 y ago License: Permissive (MIT)Support
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h
hermesby Lab41
Recommender System Framework
Jupyter Notebook 122Updated: 3 y ago License: Proprietary (Proprietary)
122Updated: 3 y ago License: Proprietary (Proprietary)Support
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modlby arthurmensch
Randomized online matrix factorization
Python 121Updated: 3 y ago License: Permissive (BSD-2-Clause)
121Updated: 3 y ago License: Permissive (BSD-2-Clause)Support
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ConvNCFby duxy-me
Experimental codes for paper "Outer Product-based Neural Collaborative Filtering".
Python 121Updated: 3 y ago License: No License (No License)
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Neural-Attentive-Item-Similarity-Modelby AaronHeee
TensorFlow Implementation of Neural Attentive Item Similarity Model for Recommendation on TKDE 2018
Python 119Updated: 3 y ago License: No License (No License)
119Updated: 3 y ago License: No License (No License)Support
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kvaeby simonkamronn
Kalman Variational Auto-Encoder
Python 119Updated: 3 y ago License: Permissive (MIT)
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xDeepFMby batch-norm
xDeepFM: Combining Explicit and Implicit Feature Interactions for Recommender Systems
Python 118Updated: 3 y ago License: No License (No License)
118Updated: 3 y ago License: No License (No License)Support
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AutoFISby zhuchenxv
AutoFIS: Automatic Feature Interaction Selection in Factorization Models for Click-Through Rate Prediction
Python 118Updated: 3 y ago License: No License (No License)
118Updated: 3 y ago License: No License (No License)Support
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Spatial-Temporal-Attention-Network-for-POI-Recommendationby yingtaoluo
Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.
Python 118Updated: 1 y ago License: No License (No License)
118Updated: 1 y ago License: No License (No License)Support
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CARSKitby irecsys
Java-Based Context-aware Recommendation Library
Java 116Updated: 1 y ago License: Strong Copyleft (GPL-3.0)
116Updated: 1 y ago License: Strong Copyleft (GPL-3.0)Support
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scaldingaleby echen
Movie recommendations and more in MapReduce and Scalding
Scala 116Updated: 3 y ago License: Permissive (MIT)
116Updated: 3 y ago License: Permissive (MIT)Support
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pymfby cthurau
Python Matrix Factorization Module
Python 113Updated: 3 y ago License: No License (No License)
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