A recommendation system for suggesting new books given similar books.

Related tags

Recommender Systemsnlpmachine-learningbookssklearngoodreadsrecsysrecommender-system
Overview

Book Recommendation System

A recommendation system for suggesting new books given similar books.

Datasets

Notebooks

  • goodreads-EDA.ipynb: Data cleaning and investigation
  • book-recsys.ipynb: first pass at simple and content based recommendations
  • goodreads-book-recsys-kaggle-v1.ipynb: All EDA and models. Added hybrid rating weighted and content based recommendations.
Owner
Sam Partee
Machine Learning Engineer @HPE_Cray | HPC @ AI
Sam Partee
GitHub Repository
This library intends to be a reference for recommendation engines in Python

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Recommender System Papers

Included Conferences: SIGIR 2020, SIGKDD 2020, RecSys 2020, CIKM 2020, AAAI 2021, WSDM 2021, WWW 2021

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Cross Domain Recommendation via Bi-directional Transfer Graph Collaborative Filtering Networks

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Hierarchical Fashion Graph Network for Personalized Outfit Recommendation, SIGIR 2020

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NVIDIA Merlin is an open source library designed to accelerate recommender systems on NVIDIA’s GPUs.

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420 Jan 04, 2023
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Incorporating User Micro-behaviors and Item Knowledge 59 60 3 into Multi-task Learning for Session-based Recommendation

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Graph Neural Networks for Recommender Systems

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Continuous-Time Sequential Recommendation with Temporal Graph Collaborative Transformer

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Respiratory Health Recommendation System

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Beyond Clicks: Modeling Multi-Relational Item Graph for Session-Based Target Behavior Prediction

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Codes for AAAI'21 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'

DHCN Codes for AAAI 2021 paper 'Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation'. Please note that the default link

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151 Dec 20, 2022
Learning Fair Representations for Recommendation: A Graph-based Perspective, WWW2021

FairGo WWW2021 Learning Fair Representations for Recommendation: A Graph-based Perspective As a key application of artificial intelligence, recommende

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Bundle Graph Convolutional Network

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55 Dec 25, 2022
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