532 Open source projects that are alternatives of or similar to Recsys2019_deeplearning_evaluation

recommender system tutorial with Python

This is our implementation of ENMF: Efficient Neural Matrix Factorization (TOIS. 38, 2020). This also provides a fair evaluation of existing state-of-the-art recommendation models.

A Comparative Framework for Multimodal Recommender Systems

A developing recommender system in pytorch. Algorithm: KNN, LFM, SLIM, NeuMF, FM, DeepFM, VAE and so on, which aims to fair comparison for recommender system benchmarks

Basic Movie Recommendation Web Application using user-item collaborative filtering.

Fast and accurate machine learning on sparse matrices - matrix factorizations, regression, classification, top-N recommendations.

📖Notes and remarks on Machine Learning related papers

Building recommender systems in Julia

Some common recommendation system baseline, with description and link.

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.

Comprehensive and Rigorous Framework for Reproducible Recommender Systems Evaluation

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

NReco Recommender is a .NET port of Apache Mahout CF java engine (standalone, non-Hadoop version)

kNN-based next-basket recommendation

rectorch is a pytorch-based framework for state-of-the-art top-N recommendation

Fast Python Collaborative Filtering for Implicit Feedback Datasets

Large scale training of factorization models for Collaborative Filtering with PyTorch

Recommender system and evaluation framework for top-n recommendations tasks that respects polarity of feedbacks. Fast, flexible and easy to use. Written in python, boosted by scientific python stack.

🛍️RetailBox - eCommerce Recommender System using Machine Learning

NVTabular is a feature engineering and preprocessing library for tabular data designed to quickly and easily manipulate terabyte scale datasets used to train deep learning based recommender systems.

Recurrence the recommender paper with Tensorflow2.0

LabNotebook is a tool that allows you to flexibly monitor, record, save, and query all your machine learning experiments.

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

🏷️ An e-commerce marketplace template. An online auction and shopping website for buying and selling a wide variety of goods and services worldwide.

A minimal example data analysis project with the targets R package

Neural Graph Collaborative Filtering, SIGIR2019

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

rrtools: Tools for Writing Reproducible Research in R

a data science blog

Short course on reproducible science: what, why, how

推荐算法个人学习笔记以及代码实战

PyTorch implementations of Top-N recommendation, collaborative filtering recommenders.

WWW'2019: Modeling Item-Specific Temporal Dynamics of Repeat Consumption for Recommender Systems

A Python implementation of LightFM, a hybrid recommendation algorithm.

Joint Geographical and Temporal Modeling based on Matrix Factorization for Point-of-Interest Recommendation - ECIR 2020

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

Open solution to the Google AI Object Detection Challenge 🍁

NOTE: This repo is archived. Please see https://github.com/benmarwick/rrtools for my current approach

BPR, Bayesian Personalized Ranking (BPR), extremely convenient BPR & Multiple Pairwise Ranking

content discovery... IN 3D

Reinforced Recommendation toolkit built around pytorch 1.7

TOROS Buffalo: A fast and scalable production-ready open source project for recommender systems

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

ukbREST: efficient and streamlined data access for reproducible research of large biobanks

Spark SQL 实现 ItemCF，UserCF，Swing，推荐系统，推荐算法，协同过滤

Hybrid Recommender System

A set of tools for R that enhance reproducibility beyond package management

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

个性化新闻推荐系统，A news recommendation system involving collaborative filtering,content-based recommendation and hot news recommendation, can be adapted easily to be put into use in other circumstances.

A Curated List of Must-read Papers on Recommender System.

a recommender engine node-js package for general use and easy to integrate.

Examples and demos for ReproZip

Presentation-Ready Data Summary and Analytic Result Tables

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

Reproducible Data Science in Python (SciPy 2019 Tutorial)

Software Papers as Software Modules: Towards a Culture of Reusable Results

UC Berkeley team's submission for RecSys Challenge 2018

recommendation system with python

Papers about recommendation systems that I am interested in