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Recommender System Libraries - Page 8

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ScalableFHVAEby wnhsu

Python dotstar image 47 dotVersion:Currentdot
no licences License: No License (No License)

This repository contains the code to reproduce the core results from the paper "Scalable Factorized Hierarchical Variational Autoencoders"

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            DynamicPoissonFactorizationby blei-lab

            C++ dotstar image 47 dotVersion:Currentdot
            License: Strong Copyleft (GPL-3.0)

            Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

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                      smallkby smallk

                      C++ dotstar image 47 dotVersion:Currentdot
                      License: Permissive (Apache-2.0)

                      High-performance Non-negative Matrix Factorizations (NMF) - Python/C++

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                                LLM-Next-Item-Recby AGI-Edgerunners

                                Python dotstar image 47 dotVersion:Currentdot
                                no licences License: No License (No License)

                                Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"

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                                          DirectAUby THUwangcy

                                          Python dotstar image 47 dotVersion:Currentdot
                                          License: Permissive (MIT)

                                          KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering

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                                                    Recurrent-Knowledge-Graph-Embeddingby sunzhuntu

                                                    Python dotstar image 46 dotVersion:Currentdot
                                                    no licences License: No License (No License)

                                                    This is for the knowledge graph embedding recommendation framework – RKGE

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                                                              LCFNby Wenhui-Yu

                                                              Python dotstar image 46 dotVersion:Currentdot
                                                              no licences License: No License (No License)

                                                              Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Exploring Simple and Powerful Low-pass Graph Convolutional Network for Recommendation. 3. Self-propagation Graph Neural Network for Recommendation (TKDE).

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                                                                        interaction-aware-factorization-machinesby cstur4

                                                                        Python dotstar image 46 dotVersion:Currentdot
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                                                                        Tensorflow implementation for Interaction-aware factorization machines

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                                                                                  NTFLibby stitchfix

                                                                                  Python dotstar image 45 dotVersion:Currentdot
                                                                                  License: Permissive (MIT)

                                                                                  Sparse Beta-Divergence Tensor Factorization Library

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                                                                                            GCMCby CrickWu

                                                                                            Python dotstar image 45 dotVersion:Currentdot
                                                                                            License: Permissive (MIT)

                                                                                            Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction

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                                                                                                      GraRepby benedekrozemberczki

                                                                                                      Python dotstar image 45 dotVersion:Currentdot
                                                                                                      License: Strong Copyleft (GPL-3.0)

                                                                                                      A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

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                                                                                                                sli_recby zepingyu0512

                                                                                                                Python dotstar image 45 dotVersion:Currentdot
                                                                                                                no licences License: No License (No License)

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                                                                                                                          Flink-Reinforcement-Learningby massquantity

                                                                                                                          Java dotstar image 45 dotVersion:Currentdot
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                                                                                                                          Recommender system based on Flink and Reinforcement Learning

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                                                                                                                                    xlearnby ankane

                                                                                                                                    Ruby dotstar image 44 dotVersion:Currentdot
                                                                                                                                    License: Permissive (Apache-2.0)

                                                                                                                                    High performance factorization machines for Ruby

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                                                                                                                                              wintunby nulldotblack

                                                                                                                                              Rust dotstar image 44 dotVersion:Currentdot
                                                                                                                                              License: Permissive (MIT)

                                                                                                                                              Rust bindings to the wintun c library: https://www.wintun.net/

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                                                                                                                                                        bprby dongx-duan

                                                                                                                                                        Jupyter Notebook dotstar image 43 dotVersion:Currentdot
                                                                                                                                                        no licences License: No License (No License)

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                                                                                                                                                                  news-recommend-ireby umeshksingla

                                                                                                                                                                  Jupyter Notebook dotstar image 43 dotVersion:Currentdot
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                                                                                                                                                                  Stream Data based News Recommendation - Contextual Bandit Approach

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                                                                                                                                                                            LLMRankby RUCAIBox

                                                                                                                                                                            Python dotstar image 43 dotVersion:Currentdot
                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                            Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"

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                                                                                                                                                                                      GNUDby siyongxu

                                                                                                                                                                                      Python dotstar image 42 dotVersion:Currentdot
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                                                                                                                                                                                      Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”

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                                                                                                                                                                                                3RecommendationSystemAlgorithmsby tangrizzly

                                                                                                                                                                                                Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                License: Permissive (MIT)

                                                                                                                                                                                                SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset

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                                                                                                                                                                                                          Memory-based-collaborative-filteringby fuhailin

                                                                                                                                                                                                          Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                          no licences License: No License (No License)

                                                                                                                                                                                                          高效的协同过滤算法实现——推荐系统

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                                                                                                                                                                                                                    reviews4recby noveens

                                                                                                                                                                                                                    Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                    License: Permissive (MIT)

                                                                                                                                                                                                                    [ SIGIR '20 ] How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements

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                                                                                                                                                                                                                              Probabilistic-matrix-factorization-in-Pythonby adamzjw

                                                                                                                                                                                                                              Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                              no licences License: No License (No License)

                                                                                                                                                                                                                              Probabilistic matrix factorization (PMF) in Python

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                                                                                                                                                                                                                                        SAE-NADby allenjack

                                                                                                                                                                                                                                        Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                                        License: Permissive (MIT)

                                                                                                                                                                                                                                        The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

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                                                                                                                                                                                                                                                  variational-smcby blei-lab

                                                                                                                                                                                                                                                  Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                  Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)

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                                                                                                                                                                                                                                                            News_Recommendation_Systemby AnneYang0222

                                                                                                                                                                                                                                                            Python dotstar image 42 dotVersion:Currentdot
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                                                                                                                                                                                                                                                            Real time news scraping and recommendation system

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                                                                                                                                                                                                                                                                      PFoodReqby hugochan

                                                                                                                                                                                                                                                                      Python dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                                                                      License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                      Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"

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                                                                                                                                                                                                                                                                                FairGoby newlei

                                                                                                                                                                                                                                                                                Python dotstar image 42 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021

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                                                                                                                                                                                                                                                                                          bandit-algorithmsby timnugent

                                                                                                                                                                                                                                                                                          C++ dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                          License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                          Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]

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                                                                                                                                                                                                                                                                                                    movie-web-typescriptby mah51

                                                                                                                                                                                                                                                                                                    TypeScript dotstar image 42 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                    no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                    Movie rating website V2.0

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                                                                                                                                                                                                                                                                                                              stochastic_PMFby dawenl

                                                                                                                                                                                                                                                                                                              Python dotstar image 41 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                              License: Strong Copyleft (GPL-3.0)

                                                                                                                                                                                                                                                                                                              Poisson matrix factorization and autotagger

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                                                                                                                                                                                                                                                                                                                        SAMNby chenchongthu

                                                                                                                                                                                                                                                                                                                        Python dotstar image 41 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                        no licences License: No License (No License)

                                                                                                                                                                                                                                                                                                                        This is our implementation of SAMN: Social Attentional Memory Network

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                                                                                                                                                                                                                                                                                                                                  kaggle-event-recommendationby andreiolariu

                                                                                                                                                                                                                                                                                                                                  Python dotstar image 41 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                  Model for the Event Recommendation Engine Challenge on Kaggle.com

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                                                                                                                                                                                                                                                                                                                                            recommender-tensorflowby yxtay

                                                                                                                                                                                                                                                                                                                                            Python dotstar image 41 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                            License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                            Recommendation Models in TensorFlow

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                                                                                                                                                                                                                                                                                                                                                      Restricted-Boltzmann-Machineby artem-oppermann

                                                                                                                                                                                                                                                                                                                                                      Python dotstar image 41 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                      Restricted Boltzmann Machine for collaborative filtering of movies.

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                                                                                                                                                                                                                                                                                                                                                                mautic-recommender-bundleby mtcextendee

                                                                                                                                                                                                                                                                                                                                                                PHP dotstar image 41 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                The first product recommendations system for Mautic

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                                                                                                                                                                                                                                                                                                                                                                          template-scala-parallel-universal-recommendationby pferrel

                                                                                                                                                                                                                                                                                                                                                                          Scala dotstar image 41 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                          no licences License: No License (No License)

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                                                                                                                                                                                                                                                                                                                                                                                    sample-movie-recommenderby turi-code

                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebook dotstar image 41 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                    Sample for building a movie recommender with GraphLab Create.

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                                                                                                                                                                                                                                                                                                                                                                                              clientside-recommenderby bbc

                                                                                                                                                                                                                                                                                                                                                                                              Java dotstar image 40 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                              License: Permissive (Apache-2.0)

                                                                                                                                                                                                                                                                                                                                                                                              A client-side recommender system implemented in Javascript.

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                                                                                                                                                                                                                                                                                                                                                                                                        DEMUDby wkiri

                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 40 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                        Discovery via Eigenbasis Modeling of Uninteresting Data

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                                                                                                                                                                                                                                                                                                                                                                                                                  RecommendationEngineby tinylcy

                                                                                                                                                                                                                                                                                                                                                                                                                  Java dotstar image 40 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                  License: Permissive (MIT)

                                                                                                                                                                                                                                                                                                                                                                                                                  Source code and dataset for paper "CBMR: An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis"

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                                                                                                                                                                                                                                                                                                                                                                                                                            PinSage-tf2.0by breadbread1984

                                                                                                                                                                                                                                                                                                                                                                                                                            Python dotstar image 40 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                            [WIP] an implement of PinSage recommender system

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                                                                                                                                                                                                                                                                                                                                                                                                                                      StreamingRecby mjugo

                                                                                                                                                                                                                                                                                                                                                                                                                                      Java dotstar image 40 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                      A news recommendation evaluation framework

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                                                                                                                                                                                                                                                                                                                                                                                                                                                Yelp-Business-Analysisby PursueHappinessDirectly

                                                                                                                                                                                                                                                                                                                                                                                                                                                Jupyter Notebook dotstar image 40 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Yelp public their business data online. I am interested in the rationality of users' rating score based on users' reviews. Therefore, I decide to study this problem from Data Scientist perspective. I also make use of current rating system to build recommendation system for users.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                          gluonrankby opringle

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Python dotstar image 39 dotVersion:Currentdot
                                                                                                                                                                                                                                                                                                                                                                                                                                                          License: Proprietary (Proprietary)

                                                                                                                                                                                                                                                                                                                                                                                                                                                          Ranking made easy

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    DEPARAby zju-vipa

                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Python dotstar image 39 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                    (CVPR 2020 oral) DEPARA : Deep Attribution Graph for Deep Knowledge Transferbility

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              recommender_datasetsby maciejkula

                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Python dotstar image 39 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                              A common format and repository for various recommender datasets.

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        RMEby thanhdtran

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Python dotstar image 39 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Regularizing Matrix Factorization with User and Item Embeddings for Recommendation -- CIKM 2018

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  cf4jby ferortega

                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Java dotstar image 39 dotVersion:Currentdot
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  CF4J: Collaborative Filtering for Java

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Attentional-Neural-Factorization-Machineby cnfsll

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Attention,Factorization Machine, Deep Learning, Recommender System

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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      ScalableFHVAEby wnhsu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      This repository contains the code to reproduce the core results from the paper "Scalable Factorized Hierarchical Variational Autoencoders"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 47dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                DynamicPoissonFactorizationby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                C++dotstar image 47dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          smallkby smallk
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          High-performance Non-negative Matrix Factorizations (NMF) - Python/C++
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          C++dotstar image 47dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    LLM-Next-Item-Recby AGI-Edgerunners
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Code for the Paper "Zero-Shot Next-Item Recommendation using Large Pretrained Language Models"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 47dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              DirectAUby THUwangcy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 47dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Recurrent-Knowledge-Graph-Embeddingby sunzhuntu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        This is for the knowledge graph embedding recommendation framework – RKGE
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 46dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  LCFNby Wenhui-Yu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Codes for papers: 1. Graph Convolutional Network for Recommendation with Low-pass Collaborative Filters (ICML). 2. Less is More: Exploring Simple and Powerful Low-pass Graph Convolutional Network for Recommendation. 3. Self-propagation Graph Neural Network for Recommendation (TKDE).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 46dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            interaction-aware-factorization-machinesby cstur4
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Tensorflow implementation for Interaction-aware factorization machines
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 46dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      NTFLibby stitchfix
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Sparse Beta-Divergence Tensor Factorization Library
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 45dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                GCMCby CrickWu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Code for Graph Convolutional Matrix Factorization for Bipartite Edge Prediction
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 45dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          GraRepby benedekrozemberczki
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 45dotUpdated: 3 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    sli_recby zepingyu0512
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 45dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Flink-Reinforcement-Learningby massquantity
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Recommender system based on Flink and Reinforcement Learning
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Javadotstar image 45dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        x
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        xlearnby ankane
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        High performance factorization machines for Ruby
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Rubydotstar image 44dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  wintunby nulldotblack
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Rust bindings to the wintun c library: https://www.wintun.net/
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Rustdotstar image 44dotUpdated: 2 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            b
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            bprby dongx-duan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Jupyter Notebookdotstar image 43dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      news-recommend-ireby umeshksingla
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Stream Data based News Recommendation - Contextual Bandit Approach
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Jupyter Notebookdotstar image 43dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                LLMRankby RUCAIBox
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Implementation of "Large Language Models are Zero-Shot Rankers for Recommender Systems"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 43dotUpdated: 1 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          GNUDby siyongxu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Source code for ACL 2020 paper “Graph Neural News Recommendation with Unsupervised Preference Disentanglement”
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 42dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    3RecommendationSystemAlgorithmsby tangrizzly
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    SVD & BPR+MatrixFactorization using a movie rating dataset; RNN+BPR+BPTT using taobao marketing dataset
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 42dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Memory-based-collaborative-filteringby fuhailin
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              高效的协同过滤算法实现——推荐系统
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Pythondotstar image 42dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        reviews4recby noveens
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        [ SIGIR '20 ] How Useful are Reviews for Recommendation? A Critical Review and Potential Improvements
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Pythondotstar image 42dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Probabilistic-matrix-factorization-in-Pythonby adamzjw
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Probabilistic matrix factorization (PMF) in Python
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 42dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SAE-NADby allenjack
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 42dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      variational-smcby blei-lab
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Reference implementation of variational sequential Monte Carlo proposed by Naesseth et al. "Variational Sequential Monte Carlo" (2018)
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 42dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                News_Recommendation_Systemby AnneYang0222
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Real time news scraping and recommendation system
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 42dotUpdated: 1 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          PFoodReqby hugochan
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 42dotUpdated: 2 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    FairGoby newlei
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Pythondotstar image 42dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              bandit-algorithmsby timnugent
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Epsilon-greedy, softmax and LinUCB contextual bandit implementations [recommender systems]
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              C++dotstar image 42dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        movie-web-typescriptby mah51
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Movie rating website V2.0
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        TypeScriptdotstar image 42dotUpdated: 3 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  stochastic_PMFby dawenl
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Poisson matrix factorization and autotagger
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Pythondotstar image 41dotUpdated: 4 y agodot License: Strong Copyleft (GPL-3.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            SAMNby chenchongthu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            This is our implementation of SAMN: Social Attentional Memory Network
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 41dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      kaggle-event-recommendationby andreiolariu
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Model for the Event Recommendation Engine Challenge on Kaggle.com
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Pythondotstar image 41dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                recommender-tensorflowby yxtay
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Recommendation Models in TensorFlow
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 41dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Restricted-Boltzmann-Machineby artem-oppermann
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Restricted Boltzmann Machine for collaborative filtering of movies.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Pythondotstar image 41dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    mautic-recommender-bundleby mtcextendee
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    The first product recommendations system for Mautic
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    PHPdotstar image 41dotUpdated: 2 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              template-scala-parallel-universal-recommendationby pferrel
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                              Scaladotstar image 41dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        sample-movie-recommenderby turi-code
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Sample for building a movie recommender with GraphLab Create.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                        Jupyter Notebookdotstar image 41dotUpdated: 5 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  clientside-recommenderby bbc
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  A client-side recommender system implemented in Javascript.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                  Javadotstar image 40dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            DEMUDby wkiri
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Discovery via Eigenbasis Modeling of Uninteresting Data
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                            Pythondotstar image 40dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      RecommendationEngineby tinylcy
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Source code and dataset for paper "CBMR: An optimized MapReduce for item‐based collaborative filtering recommendation algorithm with empirical analysis"
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      Javadotstar image 40dotUpdated: 4 y agodot License: Permissive (MIT)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                PinSage-tf2.0by breadbread1984
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                [WIP] an implement of PinSage recommender system
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                Pythondotstar image 40dotUpdated: 4 y agodotno licences License: No License (No License)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          StreamingRecby mjugo
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          A news recommendation evaluation framework
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                          Javadotstar image 40dotUpdated: 4 y agodot License: Permissive (Apache-2.0)
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                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Yelp-Business-Analysisby PursueHappinessDirectly
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Yelp public their business data online. I am interested in the rationality of users' rating score based on users' reviews. Therefore, I decide to study this problem from Data Scientist perspective. I also make use of current rating system to build recommendation system for users.
                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                    Jupyter Notebookdotstar image 40dotUpdated: 4 y agodotno licences License: No License (No License)
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