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Top 11 recommendation-algorithms open source projects

LibRec: A Leading Java Library for Recommender Systems, see

✭ 3,045

java scala matrix collaborative-filtering tensor matrix-factorization filtering collaborative systems sparse recommender tensor-factorization factorization recommender-systems recommendation-algorithms probabilistic-graphical-models

SLIM-recommendation

A simple recommendation evaluation system, the algorithm includes SLIM, LFM, ItemCF, UserCF

✭ 39

python perl shell recommendation-system recommendation-algorithms

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

✭ 35

C#dotnetcore dot-net collaborative-filtering recommender recommendation-system recommendation-engine recommender-system recommendation-algorithms mahout-cf-engine

推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/

✭ 1,367

Jupyter Notebook python Vue typescript javascript CSS machine-learning deep-learning tensorflow recommender-system interview-questions recommendation-algorithms algorithm-engineering tianchi-competition

Multi-order Attentive Ranking Model for Sequential Recommendation

✭ 25

python recommender-system recommendation-algorithms sequential-recommendation

A framework for large scale recommendation algorithms.

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

✭ 26

Jupyter Notebook python challenge recurrent-neural-networks xgboost recommender lightgbm learning-to-rank acm recommender-system recommender-systems recommendation-algorithms catboost tensorflow-ranking

Course-Recommendation-System

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

✭ 14

Jupyter Notebook python HTML javascript matrix-factorization recommender-system recommendation-algorithms iiit-delhi auto-encoder course-recommendation

GNN-Recommender-Systems

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

✭ 505

information-retrieval recommendation-system recommender-system recommendation recommendation-algorithms graph-convolutional-networks gcn graph-neural-networks graph-representation-learning gnn

机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现

✭ 54

python nlp machine-learning deep-learning tensorflow ner recommendation-algorithms text-matching ctr-prediction

AI项目（强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理）

✭ 39

Jupyter Notebook python machine-learning computer-vision deep-learning robotics deep-reinforcement-learning recommendation-algorithms medical-images graph-neural-netowrks

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