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143 search results found

Recommenders ⭐ 17,739

Best Practices on Recommendation Systems

Datasets For Recommender Systems ⭐ 821

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

Movie_recommender ⭐ 776

MovieLens based recommender system.使用MovieLens数据集训练的电影推荐系统。

Spark Movie Lens ⭐ 757

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

Coursera ⭐ 746

Quiz & Assignment of Coursera

Elasticsearch Spark Recommender ⭐ 603

Use Jupyter Notebooks to demonstrate how to build a Recommender with Apache Spark & Elasticsearch

Deep Recommender System ⭐ 591

深度学习在推荐系统中的应用及论文小结。

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

Ajax Movie Recommendation System With Sentiment Analysis ⭐ 449

A content-based recommender system that recommends movies similar to the movie the user likes and analyses the sentiments of the reviews given by the user

Recsys_course_at_polimi ⭐ 346

This is the official repository for the Recommender Systems course at Politecnico di Milano.

Sars_tutorial ⭐ 308

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Research2vec ⭐ 189

Representing research papers as vectors / latent representations.

Mydatascienceportfolio ⭐ 172

Applying Data Science and Machine Learning to Solve Real World Business Problems

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Recommender_live ⭐ 126

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Amazon Product Recommender System ⭐ 113

Sentiment analysis on Amazon Review Dataset available at http://snap.stanford.edu/data/web-Amazon.html

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Rl Movie Recommender ⭐ 79

The purpose of our research is to study reinforcement learning approaches to building a movie recommender system. We formulate the problem of interactive recommendation as a contextual multi-armed bandit.

Building Recommender Systems With Machine Learning And Ai ⭐ 78

Building Recommender Systems with Machine Learning and AI, published by Packt

Books2rec ⭐ 76

A recommender system built for book lovers.

Cookbook ⭐ 75

A repository of machine learning codes written for re-usability

Spotify Recsys Challenge ⭐ 75

A complete set of Recommender Systems techniques used in the Spotify Recsys Challenge 2018 developed by a team of MSc students in Politecnico di Milano.

Second Springboard Capstone Project: A Movie Recommender

Recommender System On Movielens Dataset ⭐ 69

Knowledge-based, Content-based and Collaborative Recommender systems are built on MovieLens dataset with 100,000 movie ratings. These Recommender systems were built using Pandas operations and by fitting KNN, SVD & deep learning models which use NLP techniques and NN architecture to suggest movies for the users based on similar users and for queries specific to genre, user, movie, rating, popularity.

Recommender ⭐ 69

A recommendation system using tensorflow

Behavior Sequence Transformer Pytorch ⭐ 69

This is a pytorch implementation for the BST model from Alibaba https://arxiv.org/pdf/1905.06874.pdf

Scentmate_rec ⭐ 68

Built a fragrance recommender using multiple machine learning algorithms to help people find their perfect match. The final deliverable was a webapp.

Official Code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

Datascience Projects ⭐ 57

A collection of personal data science projects

personal learning resources and learning notes

Mxnet For Cdl ⭐ 49

Official MXNet code for 'Collaborative Deep Learning for Recommender Systems' - SIGKDD

Tensorflowjs_projects ⭐ 48

A collection of my tensorflow.js projects

Item2vec_tutorial_with_recommender_system_application ⭐ 47

Item2vec_tutorial_git

Sample Movie Recommender ⭐ 41

Sample for building a movie recommender with GraphLab Create.

My Movie Recommender ⭐ 38

Personal movie recommender system and a research sandbox

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.

Yelp_nlp_project ⭐ 36

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

Recommender System Lightfm ⭐ 32

scalable Recommeder System for e-commerece using LightFM package in python

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

Portfolio ⭐ 30

Data Science Portfolio

Book Recommender System Rbm ⭐ 28

A book recommender system created using simple Restricted Boltzmann Machines in TensorFlow

Movie_recommender ⭐ 27

Recommender system for movies

Recsys2019 ⭐ 26

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

Recommender System ⭐ 26

分别基于协同过滤算法和基于TensorFlow建立推荐系统

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms

Recsys_autoencoders ⭐ 23

This project implements different Deep Autoencoder for Collaborative Filtering for Recommendation Systems in Keras

Recsys 101 Workshop ⭐ 23

A Recommender Systems interactive workshop

Amazon Sagemaker Custom Recommender System ⭐ 22

Friends Recommender In Social Network ⭐ 21

Friends Recommendation and Link Prediction in Social Netowork

Machine_learning_from_scratch_matlab_python ⭐ 21

Vectorized Machine Learning in Python 🐍 From Scratch

De Rrd_cikm20 ⭐ 21

DE-RRD: A Knowledge Distillation Framework for Recommender System (CIKM'20)

Datafilter Recsys ⭐ 21

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

Explicit Vs Implicit ⭐ 20

An experiment on explicit vs implicit feedback recommenders

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Recommender Systems With Collaborative Filtering And Deep Learning Techniques ⭐ 19

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

Movie Rec Tags ⭐ 19

Content-based movie recommender system using MovieLens tags

Song Recommender ⭐ 18

Beer_recommender ⭐ 18

beer recommendation engine project for Metis

Incremental learning for recommender systems

Big Data Recommender Systems ⭐ 17

Télécom Paris | MS Big Data | SD 701 | Big Data Mining Course Project using Spark and Google Colab for building Scalable Recommender Systems

Revisit_adv_rec ⭐ 16

A PyTorch implementation for the Recsys 2020 paper: Revisiting Adversarially Learned Injection Attacks Against Recommender Systems

Sagemaker Recommender Workshop ⭐ 16

Amazon SageMaker Recommender Workshop

Movie_recommendation_engine ⭐ 16

Movie Recommender based on the MovieLens Dataset (ml-100k) using item-item collaborative filtering.

Yandex Big Data Engineering ⭐ 15

Recommender System ⭐ 14

A set of available examples in recommender system.

Kubeflow Recommender ⭐ 14

Kubeflow example of machine learning/model serving

Tutorial_recsys_pythonsudeste2018 ⭐ 14

Curso: Introdução a Sistemas de Recomendação (Case Recommender)

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.

Repository for EDM2021 paper - "Recommending Knowledge Concepts on MOOC Platforms with Meta-path-based Representation Learning"

Pydata Workshop ⭐ 13

"Building a Recommender System from Scratch" Workshop Material for PyDataDC 2018

Musicrecommender ⭐ 12

Music Recommender System Using Django-Recommender

Andrew Ng's machine learning course implemented in Python

Movierecommender ⭐ 12

Movie Recommender AI System

Context Aware Recommender ⭐ 12

Hybrid Recommender System

Movie Recommender System ⭐ 12

Collaborativefilteringv3 ⭐ 12

TimeSVD++ model: Recommender system using Matrix Factorization techniques, while utilize temporal models to extend models accuracy.

Implement Collaborative Deep Learning For Recommender Systems ⭐ 12

implement this paper "Collaborative Deep Learning for Recommender Systems" by python

Movielens Recommender ⭐ 11

Course project for Programing Machine Learnings Applications class

Paper Implementation Matrix Factorization Recommender Systems Netflix ⭐ 11

[Python3.6] IEEE Paper "Matrix Factorization Techniques for Recommender Systems" by Koren,Bell,Volinsky

Softwaretagrecommender ⭐ 11

A tag recommender based on SOTA machine learning algorithms to automatically recommending tags to software repositories.

Turicreate Colab ⭐ 11

A collection of Google Colaboratory notebooks for Turi Create

Machine Learning Reads ⭐ 11

Code from posts on my medium blog

Movie Recommendation System ⭐ 10

Movie recommendation system using machine learning algorithm in python

Things I taught at MIPT Data Mining In Action in Spring 2016

Movie Recommender System ⭐ 10

This is a hollywood movie recommender system built with Python.

Rec Workshop ⭐ 10

Getting started

Personalize Car Search ⭐ 9

Sample use of Amazon Personalize for a recommender system for car searches

Ds Masterclass Hands On ⭐ 9

Contains code for masterclass hands-on session

Collaborative Translational Metric Learning (ICDM 2018)

Bpr By Tensorflow ⭐ 9

implement bayesian personalized ranking by tensorflow

Deepcritiquingforrecsys ⭐ 8

Official Code Framework of the paper "Deep Language-based Critiquing for Recommender System"

Cdn Recsys ⭐ 8

A hybrid recommender system for suggesting CDN (content delivery network) providers to various websites

Graph recommender system

Jupyter Notebooks and other code used for blog posts

Machine Learning ⭐ 8

Reproducible machine learning notes in Python and R to record my learning journey in Data Science

An easy and efficient tool to build sequential recommendation system utilizing SASRec

Baseline Rs ⭐ 8

python implementation baseline recommender systems

X5 Recommender_system ⭐ 8

Простой бейзлайн для второй задачи X5 RETAIL HERO

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