recommendation-algorithm

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.

rating svd knn implicit-feedback rating-prediction recommendation-algorithm alternating-least-squares

UpdatedSep 4, 2020
C++

tigoCaval /recommendation-algorithm

Sponsor

Star84

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

php collaborative-filtering recommender recommender-system recommendation-algorithm ranking-algorithm euclidean-algorithm slope-one

UpdatedJun 6, 2022
PHP

morningsky /Torch-RecHub

Star82

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

pytorch ctr recommendation-algorithm

UpdatedJun 4, 2022
Python

thtang /ML2017FALL

Star69

Machine Learning (EE 5184) in NTU

machine-learning sentiment-analysis text-classification clustering cnn rnn image-classification recommender-system pm25 predictive-modeling unsupervised-learning sentiment-classification recommendation-algorithm

UpdatedAug 8, 2019
Jupyter Notebook

Sicmatr1x /EMAN

Star69

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

mysql java bootstrap spring jsp ajax mybatis spring-mvc ssm itemcf recommendation-algorithm

UpdatedJul 1, 2020
TSQL

YuzuruS /redis-recommend

Star39

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

redis php recommendation-engine recommendation-algorithm

UpdatedNov 26, 2017
PHP

jingpeicomp /product-relation-mining

Star35

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。

machine-learning spark spring-boot recommendation fp-growth product-relation spark-mllib recommendation-algorithm product-recommendation

UpdatedJun 7, 2021
Java

songwo-153 /CollaborativeFilteringNewsRecommendSystem

Star33

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）

javascript mysql java spring collaborative-filtering springboot mybatis springmvc ssm recommendation-algorithm

UpdatedFeb 17, 2025

daicoolb /PHDMF

Star32

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

deep-learning matrix-factorization recommendation-algorithm

UpdatedOct 24, 2018
Python

MartinKondor /MovieRecommender

Star32

🎥 Movie Recommender AI System

python data-science recommender recommendation-system recommender-system movie-recommendation recommendation-algorithm movie-recommendation-system

UpdatedAug 23, 2022
Jupyter Notebook

Yeaseen /ML_Pattern

Star23

🔱 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.

python template-matching numpy scikit-learn pocket basic-learning artificial-neural-networks scratch decision-tree-classifier multiclass-classification recommendation-algorithm perceptron-learning-algorithm binary-perceptron adaboost-learning reward-and-punishment multiclass-kersel als-algorithm