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Awesome Project Ideas ⭐ 6,856

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Recbole ⭐ 3,038

A unified, comprehensive and efficient recommendation library

Datasets For Recommender Systems ⭐ 821

This is a repository of a topic-centric public data sources in high quality for Recommender Systems (RS)

Spark Movie Lens ⭐ 757

An on-line movie recommender using Spark, Python Flask, and the MovieLens dataset

Daisyrec ⭐ 496

This is the repository of our article published in RecSys 2020 "Are We Evaluating Rigorously? Benchmarking Recommendation for Reproducible Evaluation and Fair Comparison" and of several follow-up studies.

Movietweetings ⭐ 367

A Live Movie Rating Dataset Collected From Twitter

Recommendersystem Dataset ⭐ 235

This repository contains some datasets that I have collected in Recommender Systems.

This is the data for KB4Rec

Dropoutnet ⭐ 166

Code for the NeurIPS'17 paper "DropoutNet: Addressing Cold Start in Recommender Systems"

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Kerasgru4rec ⭐ 107

Keras implementation of GRU4Rec session-based recommender system

Towards Knowledge-Based Recommender Dialog System @ EMNLP 2019

Movielens Recommender ⭐ 97

A pure Python implement of Collaborative Filtering based on MovieLens' dataset.

Recommender_system_challenge ⭐ 71

Recommender System Challenge by @Sirajology on Youtube

Yelp Business Analysis ⭐ 38

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.

Retailbox ⭐ 34

🛍️RetailBox - eCommerce Recommender System using Machine Learning

Recsys Challenge 2020 Twitter ⭐ 32

The complete code and notebooks used for the ACM Recommender Systems Challenge 2020 by our team BanaNeverAlone at Politecnico di Milano

Rs_datasets ⭐ 22

Tool for autodownloading recommendation systems datasets

Cluster Setup ⭐ 22

Setting up and running the Universal Recommender in clustered mode

Datafilter Recsys ⭐ 21

code for ResSys'18 paper: "Exploring Recommendations Under User-Controlled Data Filtering"

Friends Recommender In Social Network ⭐ 21

Friends Recommendation and Link Prediction in Social Netowork

Board Game Scraper ⭐ 21

Board game data scraper

Lodrecsys Datasets ⭐ 19

Here, we provide mappings to DBpedia resources of items in well known datasets to evaluate recommender systems. This can allows practitioners in the field to evaluate and compare their algorithms with existing approaches.

Movie Recommendation System ⭐ 18

Movie recommendation system in python that uses uses the lightfm recommender system library.

Incremental learning for recommender systems

Long Tail Gan ⭐ 17

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

Lodreclib ⭐ 15

lodreclib is a Java library to build recommendation engines which exploit the information encoded in Linked (Open) Data datasets.

Applied Ai Study Group 2020 June ⭐ 13

This is the repository for the content of inzva 2020-June Applied AI Study Group, guided by Ahmet Melek and Onur Boyar.

Hierarchical Temporal Convolutional Networks for Dynamic Recommender Systems

Recommender_keras ⭐ 12

Basic recommendation system for Movilens dataset using Keras

Recommender Systems With Heterogeneous Side Information ⭐ 10

The source code for "Recommender Systems with Heterogeneous Side Information", WWW 2019.

Collaborative Translational Metric Learning (ICDM 2018)

Movie Recommendation System Using Autoencoders ⭐ 9

Built a Movie Recommendation System using AutoEncoders.It was built using MovieLens Dataset

Mtgproject ⭐ 8

A Spider that crawled mtgtop8 and generated a dataset of all decks and the cards they used.

Bccmyrrixedition ⭐ 8

The BCC Myrrix edition that demonstrate an example of a recommender engine based on Myrrix and Symfony2.

Smart Assistants ⭐ 7

Smart assistants for smart homes - Code written during my PhD studies

Adversarial learning framework to enhance long-tail recommendation in Neural Collaborative Filtering

Music Recommender System using Apache Spark and Python

Synthetic dataset for recommender system created with Naver Movie rating system

Machines And Sentiments ⭐ 6

Dataset Batch(offline) Reinforcement Learning for recommender system

Recommender Systems ⭐ 5

Different implementations of recommender systems.

Tg Redial ⭐ 5

the dataset TG-ReDial

Moviehype ⭐ 5

A Python based movie recommender hosted using Flask

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