279 Open source projects that are alternatives of or similar to Recommender-System

Some common recommendation system baseline, with description and link.

It is a content based recommender system that uses tf-idf and cosine similarity for N Most SImilar Items from a dataset

Lightweight Python library for in-memory matrix completion.

An AutoML pipeline selection system to quickly select a promising pipeline for a new dataset.

Neural Citation Network for Context-Aware Citation Recommendation (SIGIR 2017)

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks

Restricted Boltzmann Machine for collaborative filtering of movies.

This is our implementation of EATNN: Efficient Adaptive Transfer Neural Network (SIGIR 2019)

Kaggle Kernels (Python, R, Jupyter Notebooks)

Book recommender system using collaborative filtering based on Spark

This is our implementation of SAMN: Social Attentional Memory Network

A C library for product recommendations/suggestions using collaborative filtering (CF)

Knowledge-aware recommendation papers.

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

A simple Music Recommendation System

Revisiting Graph based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach, AAAI2020

An index of recommendation algorithms that are based on Graph Neural Networks.

毕业设计：基于图神经网络的异构图表示学习和推荐算法研究

BAS R package https://merliseclyde.github.io/BAS/

R wrapper for MLJAR API

UFC bout winner prediction using neural nets.

Tool for autodownloading recommendation systems datasets

基于协同过滤的书籍推荐系统

A tour through recommendation algorithms in python [IN PROGRESS]

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

MoHR: Recommendation Through Mixtures of Heterogeneous Item Relationships

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

Representation Learning and Pairwise Ranking for Implicit Feedback in Top-N Item Recommendation

Fashion Shop App : Flask, ChatterBot, ElasticSearch, Recommender-System

Deep learning for recommender systems

a data science blog

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models (IN PROGRESS)

Mengting Wan, Julian McAuley, "Item Recommendation on Monotonic Behavior Chains", in Proc. of 2018 ACM Conference on Recommender Systems (RecSys'18), Vancouver, Canada, Oct. 2018.

DEPRECATED This is the official repository for the 2017 Recommender Systems course at Polimi.

Using Deep Autoencoders for predictions of movie ratings.

🛍️RetailBox - eCommerce Recommender System using Machine Learning

TensorFlow Implementation of Deep Item-based Collaborative Filtering Model for Top-N Recommendation

A python library for music recommendation

The goal of this survey is two-fold: (i) to present recent advances on adversarial machine learning (AML) for the security of RS (i.e., attacking and defense recommendation models), (ii) to show another successful application of AML in generative adversarial networks (GANs) for generative applications, thanks to their ability for learning (high-…

Drug-Drug Interaction Predicting by Neural Network Using Integrated Similarity

R interface to fast.ai

GraphMat graph analytics framework

Quick-Data-Science-Experiments

Python 3.6 下的推荐算法解析，尽量使用简单的语言剖析原理，相似度度量、协同过滤、矩阵分解等

RecSim NG: Toward Principled Uncertainty Modeling for Recommender Ecosystems

MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems, KDD2021

Research on Collaborative Filtering Algorithms

推荐算法个人学习笔记以及代码实战

Factorization Machine, Deep Learning, Recommender System

(Python, R, C) Collective (multi-view/multi-way) matrix factorization, including cold-start functionality (recommender systems, imputation, dimensionality reduction)

Multi-time-horizon solar forecasting using recurrent neural network

Recommend system learning resources and learning notes

collaborative filtering in mysql

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.

Tf-Rec is a python💻 package for building⚒ Recommender Systems. It is built on top of Keras and Tensorflow 2 to utilize GPU Acceleration during training.

Predict time-series with one line of code.

Ranking made easy

Personalized real-time movie recommendation system

An Open-source Toolkit for Deep Learning based Recommendation with Tensorflow.

We will keep updating the paper list about machine learning + causal theory. We also internally discuss related papers between NExT++ (NUS) and LDS (USTC) by week.