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llm4rec-awesome-papers

A list of awesome papers and resources of recommender system on large language model (LLM).

luogu-book-code-note

代码和笔记

machine-learning

:zap:机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

mixgcf

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

movie-recommender-in-python

moviegeek

A django website used in the book Practical Recommender Systems to illustrate how recommender algorithms can be implemented.

movierecommend

一个电影推荐系统

movie_recommender

movie recommender on ml-1m dataset by nerual network

neu-review-rec

A Toolkit for Neural Review-based Recommendation models with Pytorch.

neuralcitationnetwork

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

neurec

Next RecSys Library

newest_awesome-recsys-papers

2022 Recommendation System Related Top Conference Papers

nlp4rec-papers

Paper list of NLP for recommender systems

online-classrooms-and-student-learning

An analysis of the usage of online classroom platforms and their effect on student grades.

openlearning4deeprecsys

Some deep learning based recsys for open learning.

open_university_learning_analytics

OULAD

oucml

paperlist-for-recommender-systems

Recommender Systems Paperlist that I am interested in

prml_learning

learning fomula

probabilistic-matrix-factorization

Python Implementation of Probabilistic Matrix Factorization(PMF) Algorithm for building a recommendation system using MovieLens ml-100k | GroupLens dataset

pycharm-guide

PyCharm 中文指南：安装 | 破解 | 效率 | 技巧

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-machine-learning-book-3rd-edition

The "Python Machine Learning (3rd edition)" book code repository

python-recsys

A python library for implementing a recommender system

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

pytorch-deep-learning

Deep Learning (with PyTorch)

pytorch_bert_elmo_example

A text classification example with Bert/ELMo/GloVe in pytorch

rcd

RCD: Relation Map Driven Cognitive Diagnosis for Intelligent Education Systems

readpapaers

本仓库记录自己读过的一些经典papers

recbole

A unified, comprehensive and efficient recommendation library