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202 search results found

Recommenders ⭐ 17,972

Best Practices on Recommendation Systems

Data Science Projects ⭐ 762

Collection of data science projects in Python

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。

Goodbooks 10k ⭐ 576

Ten thousand books, six million ratings

Recmetrics ⭐ 544

A library of metrics for evaluating recommender systems

Triplet_recommendations_keras ⭐ 385

An example of doing MovieLens recommendations using triplet loss in Keras

Recommendation ⭐ 324

Recommendation System using ML and DL

Sample Apps ⭐ 260

Repository of sample applications for https://vespa.ai, the open big data serving engine

Reco Gym ⭐ 236

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

Hands On Recommendation Systems With Python ⭐ 205

Hands-On Recommendation Systems with Python published by Packt

Movielens ⭐ 202

4 different recommendation engines for the MovieLens dataset.

Mydatascienceportfolio ⭐ 172

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

Cikm 2019 Analyticup ⭐ 167

1st Solution for 2019-CIKM-Analyticup, Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

Spotify Recommendation Engine ⭐ 161

Music Recommender System

Recotour ⭐ 147

A tour through recommendation algorithms in python [IN PROGRESS]

Newsrecommender ⭐ 144

A news recommendation system tailored for user communities

Analytics Componentized Patterns ⭐ 142

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Simple_mf ⭐ 123

Simple but Flexible Recommendation Engine in PyTorch

Hierarchical Gating Networks for Sequential Recommendation

Recommender System Tutorial ⭐ 104

A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.

the official implementation of the RecSys 2023 paper “Uncovering ChatGPT's Capabilities in Recommender Systems”

Source code for KDD 2020 paper "Meta-learning on Heterogeneous Information Networks for Cold-start Recommendation"

Mab2Rec: Multi-Armed Bandits Recommender

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.

Exposure Matrix Factorization: modeling user exposure in recommendation

Fashionnet ⭐ 70

Fashion recommender system using deep learning

Second Springboard Capstone Project: A Movie Recommender

Recommender ⭐ 69

A recommendation system using tensorflow

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.

Strata Conference Ca 2018 ⭐ 65

environment setup for strata conference 2018

⭕️ Building Recommendation Engines in Python

Youtube_extremism ⭐ 53

Repository for the research into radical and extremist infospheres on YouTube

Python Ecommerce Recommendation System Using Machine Learning ⭐ 51

Business setting up their recommendation system for first time without any product rating history, & Amazon/Netflix type of recommendation system after the website has collected significant product reviews

Movie Recommender Demo ⭐ 50

This project walks through how you can create recommendations using Apache Spark machine learning. There are a number of jupyter notebooks that you can run on IBM Data Science Experience, and there a live demo of a movie recommendation web application you can interact with. The demo also uses IBM Message Hub (kafka) to push application events to topic where they are consumed by a spark streaming job running on IBM BigInsights (hadoop).

Niche_perfume_chatbot ⭐ 48

An information retrieval chatbot for niche perfume recommendations

Aiml Projects ⭐ 44

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

Tensorflow Deep Learning Projects ⭐ 43

TensorFlow Deep Learning Projects, published by Packt

Deep_ctr ⭐ 41

Personalize Batch Recommendations ⭐ 40

Generate batch personalized recommendations using Amazon Personalize

Movie Time ⭐ 38

A movie recommendation system based on the GroupLens dataset of MovieLens data

Simulator for training and evaluation of Recommender Systems

Kdd Cup 2019 Cammtr ⭐ 35

Context-Aware Multi-Modal Transportation Recommendation

Movie Recommendation Chatbot ⭐ 35

Movie Recommendation Chatbot provides information about a movie like plot, genre, revenue, budget, imdb rating, imdb links, etc. The model was trained with Kaggle’s movies metadata dataset. To give a recommendation of similar movies, Cosine Similarity and TFID vectorizer were used. Slack API was used to provide a Front End for the chatbot. IBM Watson was used to link the Python code for Natural Language Processing with the front end hosted on Slack API. Libraries like nltk, sklearn, pandas and n

Personalized News Recommendation ⭐ 34

Multi Armed Bandits implementation using the Yahoo! Front Page Today Module User Click Log Dataset

Bellkoralgorithm ⭐ 33

A Python implementation of the Bellkor Algorithm

Customer Behavior Analysis Recommendation ⭐ 32

customer behavior analysis and recommendation system

Product Recommendation With Watson Ml ⭐ 32

Build a recommendation engine with Spark and Watson Machine Learning

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

Recommendationengine ⭐ 31

A 3-hour workshop for understanding deep learning recommendation systems.

Hair_style_recommendation ⭐ 31

A recommendation system to identify the user’s face shape and recommends the most flattering hair style.

Ijcai2019 Naml ⭐ 31

The codes of Neural News Recommendation with Attentive Multi-view Learning

Wine O.ai ⭐ 30

Wine-O.AI: Computer Vision Assisted Wine Recommendations

Recommendation Systems ⭐ 28

Recommendation Systems This is a workshop on using Machine Learning and Deep Learning Techniques to build Recommendation Systesm Theory: ML & DL Formulation, Prediction vs. Ranking, Similiarity, Biased vs. Unbiased Paradigms: Content-based, Collaborative filtering, Knowledge-based, Hybrid and Ensembles Data: Tabular, Images, Text (Sequences) Models: (Deep) Matrix Factorisation, Auto-Encoders, Wide & Deep, Rank-Learning, Sequence Modelling Methods: Explicit vs. implicit feedback, User-Item matri

T Academy Recommendation ⭐ 28

T아카데미에서 진행한 82회차 추천시스템 강의 자료입니다.

News Recommend Ire ⭐ 27

Stream Data based News Recommendation - Contextual Bandit Approach

Deep Autoencoder Recommendation ⭐ 26

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Steam_recommendation_system ⭐ 25

Recommendation System, Collaborative Filtering, Spark, Hive, Flask, Web Crawler, AWS EC2, AWS RDS

Movie_recommendation_engine ⭐ 23

This repository contains the code for building movie recommendation engine.

Recsys 101 Workshop ⭐ 23

A Recommender Systems interactive workshop

Recommendation Retrieval ⭐ 23

A tutorial on scalable retrieval of matrix factorization recommendations

Intro To Reco ⭐ 22

introduction class to recommendation systems

Dae_rnn_news_recommendation ⭐ 22

Refer to paper "Embedding-based News Recommendation for Millions of Users" & "Article De-duplication Using Distributed Representations" published by Yahoo Japan

Bigdatariver ⭐ 22

Simple demo implementation of Lambda and Kappa architectures using Python, Docker, Kafka, Spark and Cassandra

Datafilter Recsys ⭐ 21

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

Movie_recommendation ⭐ 21

A Movie Recommendation Engine that uses collaborative and content based filtering to suggest movies.

Friends Recommender In Social Network ⭐ 21

Friends Recommendation and Link Prediction in Social Netowork

Recommendation System For Youtube ⭐ 21

Make Your Own Spotify Playlist Of Playlist Recommendations ⭐ 20

Create your own Spotify public playlist containing recommended tracks for each track in a source playlist using Spotipy library

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Probabilistic Programming Intro ⭐ 19

Movie Rec Tags ⭐ 19

Content-based movie recommender system using MovieLens tags

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

Beer_recommender ⭐ 18

beer recommendation engine project for Metis

Fc Rec Workshop ⭐ 18

Course Recommendation System ⭐ 18

A system that will help in a personalized recommendation of courses for an upcoming semester based on the performance of previous semesters.

NestGenerator: Predicting Real-time Nest Locations

Book Recommendation System ⭐ 17

Personalized book recommender system to generate top 5 recommendations to users

Job_recommendation_engine ⭐ 17

This repository contains code how to build job recommendation engine using Kaggle 'Job Recommendation Challenge' dataset

Recommendation System With Apriori And Eclat ⭐ 16

Recommendation System to locate products in a fresh market using Apriori and ECLAT association rule algorithms

Pydata2016 ⭐ 16

A couple projects using scikit-learn illustrating project decision making.

Recsys Hpf ⭐ 16

Movies Recommendation with Hierarchical Poisson Factorization in Edward

Movie_recommendation_engine ⭐ 16

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

Cosmetic ⭐ 15

Cosmetic Recommendation Engine

Bandit Reco ⭐ 15

Bioscope Recommendation Api ⭐ 15

An open movie recommendation API. Use this to provide movie suggestions to your users in an App or a Website.

Privacy Preserving Bandits ⭐ 14

Privacy-Preserving Bandits (MLSys'20)

Snaplogic_snap_recommendation ⭐ 14

SnapLogic Snap Recommendation Workshop with Decision Trees and Deep Learning

Music Recommendation System ⭐ 14

A simple Music Recommendation System

Rnn Music Recommender ⭐ 14

sequential content-based recommendation system

Data Attribute Recommendation Python Sdk ⭐ 13

A client SDK for the Data Attribute Recommendation service on SAP Business Technology Platform (SAP BTP). Part of SAP AI Business Services.

Pydata Workshop ⭐ 13

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

Stepintorecommendersystems ⭐ 13

RecommenderSystems: from 0 to practice. 包括推荐系统实践和深度推荐系统两部分

Netflix Recommender System ⭐ 13

ITCS 6190 : Cloud Computing for Data Analysis project. Movie Recommendation Engine for Netflix Data with custom functions implementation and library usage.

Inventory Prediction ⭐ 13

Pyspark Ml Examples ⭐ 13

Spark ML Tutorial and Examples for Beginners

E Commerce Recommendations ⭐ 13

Recommendation System for E-Commerce Project (Python)

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