Best Practices on Recommendation Systems

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• Updated Nov 5, 2026
• Python

A TensorFlow recommendation algorithm and framework in Python.

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• Updated May 22, 2023
• Python

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

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• Updated Nov 15, 2019
• Python

A collection of resources for Recommender Systems (RecSys)

collaborative-filtering recsys recommendation-algorithm

• Updated Dec 13, 2021

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

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• Updated Mar 24, 2023
• Python

⚡ A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

numba recommendation-algorithm

• Updated Jul 4, 2022
• Python

抖音视频调教优化推荐流工具：聚焦你的兴趣、打破信息茧房，重塑用户的专属推荐流

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• Updated Jun 2, 2026
• TypeScript

pyRecLab is a library for quickly testing and prototyping of traditional recommender system methods, such as User KNN, Item KNN and FunkSVD Collaborative Filtering. It is developed and maintained by Gabriel Sepúlveda and Vicente Domínguez, advised by Prof. Denis Parra, all of them in Computer Science Department at PUC Chile, IA Lab and SocVis Lab.

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• Updated Sep 4, 2020
• C++

Collaborative filtering recommendation system. Recommendation algorithm using collaborative filtering. Topics: Ranking algorithm, euclidean distance algorithm, slope one algorithm, filtragem colaborativa.

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• Updated Jun 6, 2022
• PHP

A Lighting Pytorch Framework for Recommendation System, Easy-to-use and Easy-to-extend.

pytorch ctr recommendation-algorithm

• Updated Jun 4, 2022
• Python

一个基于SSM框架与物品的协同过滤算法(ItemCF)的简单电子书推荐系统

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• Updated Jul 1, 2020
• TSQL

Machine Learning (EE 5184) in NTU

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• Updated Aug 8, 2019
• Jupyter Notebook

基于协同过滤算法的个性化新闻推荐系统的设计与实现（采用Java语言的SpringBoot和SSM两种框架分别实现基于用户、物品的协同过滤推荐算法）

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• Updated Mar 7, 2026

PHP and wrapping Redis's sorted set APIs for specializing recommending operations.

redis php recommendation-engine recommendation-algorithm

• Updated Nov 26, 2017
• PHP

商品关联关系挖掘，使用Spring Boot开发框架和Spark MLlib机器学习框架，通过FP-Growth算法，分析用户的购物车商品数据，挖掘商品之间的关联关系。项目对外提供RESTFul接口。

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• Updated Jun 7, 2021
• Java

This is a new deep learning model for recommender system, which we called PHD

deep-learning matrix-factorization recommendation-algorithm

• Updated Oct 24, 2018
• Python

🎥 Movie Recommender AI System

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• Updated Aug 23, 2022
• Jupyter Notebook

Recommender system

recommendation-system recommender-system recommendation-algorithm

• Updated Oct 13, 2020
• Jupyter Notebook

基于Springboot的智慧教学平台的系统设计与实现（智慧教学推荐系统），可以进行学习分析和个性化推荐，系统可以根据学生的学习行为和表现进行分析，生成学习分析报告。根据学生的学习情况和需求，系统可以提供个性化的学习推荐和建议，推荐适合的课程和教学资源推荐（根据用户点击量或浏览量推荐）。

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• Updated Nov 19, 2024

🔱 Some recognized algorithms[Decision Tree, Adaboost, Perceptron, Clustering, Neural network etc. ] of machine learning and pattern recognition are implemented from scratch using python. Data sets are also included to test the algorithms.

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• Updated May 9, 2019
• Python