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recommendation-system x

88 search results found

Recommenders ⭐ 17,972

Best Practices on Recommendation Systems

Deeplearningexamples ⭐ 12,073

State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.

Awesome Deeplearning ⭐ 2,670

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

Ranking ⭐ 2,666

Learning to Rank in TensorFlow

Machine Learning Specialization Coursera ⭐ 2,082

Contains Solutions and Notes for the Machine Learning Specialization By Stanford University and Deeplearning.ai - Coursera (2022) by Prof. Andrew NG

Lectures Labs ⭐ 1,309

Slides and Jupyter notebooks for the Deep Learning lectures at Master Year 2 Data Science from Institut Polytechnique de Paris

Tutorials ⭐ 847

AI-related tutorials. Access any of them for free → https://towardsai.net/editorial

Datasets For Recommender Systems ⭐ 821

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

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

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.

Recommendation ⭐ 324

Recommendation System using ML and DL

Variational autoencoders for collaborative filtering

Sars_tutorial ⭐ 308

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

Artificial Intelligence Projects ⭐ 280

Collection of Artificial Intelligence projects.

Recsys_core ⭐ 268

[电影推荐系统] Based on the movie scoring data set, the movie recommendation system is built with FM and LR as the core(基于爬取的电影评分数据集，构建以FM和LR为核心的电影推荐系统).

项亮的《推荐系统实践》的代码实现

Reco Gym ⭐ 236

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

Goodreads ⭐ 186

code samples for the goodreads datasets

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

Cofactor ⭐ 155

CoFactor: Regularizing Matrix Factorization with Item Co-occurrence

Machine_learning_2018 ⭐ 146

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

Newsrecommender ⭐ 144

A news recommendation system tailored for user communities

The Movie Cinema ⭐ 140

The Movie Database for all language movies

Recommender_system_with_python ⭐ 124

recommender system tutorial with Python

Simple_mf ⭐ 123

Simple but Flexible Recommendation Engine in PyTorch

Coursera Machine Learning Specialization ⭐ 120

2022 Coursera Machine Learning Specialization Optional Labs and Programming Assignments

Image_embeddings ⭐ 115

Using efficientnet to provide embeddings for retrieval

Amazon Product Recommender System ⭐ 113

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

Ibm Data Science Professional Certification ⭐ 106

Learning materials, Quizzes & Assignment solutions for the entire IBM data science professional certification. Also included, a few resources that I found helpful.

Machinelearning ⭐ 106

Machine learning for beginner(Data Science enthusiast)

Kuairec ⭐ 106

KwaiRec: A Fully-observed Dataset for Recommender Systems.

Recommender System Tutorial ⭐ 104

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

Sagemaker Ml Workflow With Apache Airflow ⭐ 104

This repository shows a sample example to build, manage and orchestrate Machine Learning workflows using Amazon Sagemaker and Apache Airflow.

Data Science Popular Algorithms ⭐ 101

Data Science algorithms and topics that you must know. (Newly Designed) Recommender Systems, Decision Trees, K-Means, LDA, RFM-Segmentation, XGBoost in Python, R, and Scala.

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

Recsim_ng ⭐ 93

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

Kdd_winniethebest ⭐ 91

KDD Cup 2020 Challenges for Modern E-Commerce Platform: Multimodalities Recall first place

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

Kgcn Pytorch ⭐ 84

KGCN pytorch model implementation

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

Cookbook ⭐ 75

A repository of machine learning codes written for re-usability

Recommender_system_via_deep_rl ⭐ 73

The implemetation of Deep Reinforcement Learning based Recommender System from the paper Deep Reinforcement Learning based Recommendation with Explicit User-Item Interactions Modeling by Liu et al.

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

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Visual Similarity research at Fynd. Contains code to reproduce 2 of our research papers.

Strata Conference Ca 2018 ⭐ 65

environment setup for strata conference 2018

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

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

Ctr_algorithm ⭐ 56

一些经典的CTR算法的复现; LR, FM, FFM, AFM, DeepFM，xDeepFM, PNN, DCN, DCNv2, DIFM, AutoInt, FiBiNet,AFN,ONN,DIN, DIEN ... （pytorch, tf2.0）

Towards Agi ⭐ 55

A collection of personally developed projects contributing towards the advancement of Artificial General Intelligence(AGI)

Movie Recommendation System ⭐ 55

Movie Recommendation System with Complete End-to-End Pipeline, Model Intregration & Web Application Hosted. It will also help you build similar projects.

Spotify Song Recommendation Ml ⭐ 52

UC Berkeley team's submission for RecSys Challenge 2018

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

#FilmAB Projemiz Türkçe Veri Kümesi de oluşturduğumuz bir film öneri robotudur. Arayüzümüz açıldığında size iki seçenek sunar: 1. Özet girerek: Nasıl bir film izlemek istediğinizi belirterek, 2. Birkaç film ismi girerek: Verdiğiniz filmlere benzer film isteyerek, veri kümesinde uygun filmi bulabilirsiniz. #Acıkhack2022TDDİ

personal learning resources and learning notes

Mxnet For Cdl ⭐ 49

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

Aiml Projects ⭐ 44

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

Kdd_cup_2020_debiasing_rush ⭐ 44

Solution to the Debiasing Track of KDD CUP 2020

Simulator for training and evaluation of Recommender Systems

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

🧮 Extended Latent Dirichlet Allocation for Collaborative Filtering in Recommender Systems.

Bellkoralgorithm ⭐ 33

A Python implementation of the Bellkor Algorithm

Recommender Tutorial ⭐ 32

An introduction to recommendation systems in Python

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

Book Recommender System Rbm ⭐ 28

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

Drugs Recommendation Using Reviews ⭐ 27

Analyzing the Drugs Descriptions, conditions, reviews and then recommending it using Deep Learning Models, for each Health Condition of a Patient.

Movie_recommender ⭐ 27

Recommender system for movies

Deep Autoencoder Recommendation ⭐ 26

Keras implementation of AutoRec and DeepRecommender from Nvidia.

Sequential Variational Autoencoders for Collaborative Filtering

Recommender System ⭐ 26

分别基于协同过滤算法和基于TensorFlow建立推荐系统

Recsys2019 ⭐ 26

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

Spotify_song_recommender ⭐ 24

This project leverages spotify's api and provided user playlists to create and tune a neural network model that generates song recommendations based off of song data in provided playlists.

Deeplearning And Nlp ⭐ 24

Deep Learning notes and practical implementation with Tensorflow and keras. Text Analytics and practical application implementation with NLTK, Spacy and Gensim.

Movie_recommendation_engine ⭐ 23

This repository contains the code for building movie recommendation engine.

Aipi540 Deep Learning Applications ⭐ 23

This repo contains demo code notebooks accompanying the AIPI 540: Deep Learning Applications course in Duke University's Master of Engineering in AI for Product Innovation program

Recsys 101 Workshop ⭐ 23

A Recommender Systems interactive workshop

A comparison of Google SlateQ algorithm with traditional Reinforcement Learning algorithms

Amazon Sagemaker Custom Recommender System ⭐ 22

Datafilter Recsys ⭐ 21

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

Recommendation System For Youtube ⭐ 21

De Rrd_cikm20 ⭐ 21

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

Recsys19_hybridsvd ⭐ 21

Accompanying code for reproducing experiments from the HybridSVD paper. Preprint is available at https://arxiv.org/abs/1802.06398.

Friends Recommender In Social Network ⭐ 21

Friends Recommendation and Link Prediction in Social Netowork

Recommender System Pytorch ⭐ 20

基于 Pytorch 实现推荐系统相关的算法

Podcast Recommendation Engine ⭐ 19

🎤 Building a content-based podcast recommender system using NLP

Probabilistic Programming Intro ⭐ 19

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_bot ⭐ 19

https://youtu.be/7hQhPMPNY6A

Rhythm Finder ⭐ 19

ML-powered Music Recommendation Engine

Recommend System ⭐ 18

深度学习与推荐系统学习，理论结合代码更香。

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