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neurec

Next RecSys Library

nlp4rec-papers

Paper list of NLP for recommender systems

pace

Experiment code for Bridging Collaborative Filtering and Semi-Supervised Learning: A Neural Approach for POI recommendation

pace2017

A step-by-step Keras implementation of PACE (Preference And Context Embedding) described in our KDD 2017 paper.

poi-all

Point of interest recommendation

poi2vec

POI2Vec: Geographical Latent Representation for Predicting Future Visitors

point-of-interest-recommendation

Next location prediction based on Theano

poirec

Successive Point-of-Interest Recommendation

poissonmf_cs

Code for "Content-Based Social Recommendation with Poisson Matrix Factorization" (ECML-PKDD 2017)

predictive_text_embedding

Generating Word2Vec (Text embeddings) - for large scale heterogenous networks

prme

Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation

prml

PRML algorithms implemented in Python

prof_athey_hierpoissrecommend

Tracking changes to code for the Hierarchical Poisson Factorization algorithm for a recommendation system

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

python-100-days

Python - 100天从新手到大师

python-lda

lda模型的python实现

pytorch-fm

Factorization Machine models in PyTorch

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

qiubaiying.github.io

BY Blog ->

recommender-system-with-tf2.0

Recurrence the recommender paper with Tensorflow2.0

recommenders

Best Practices on Recommendation Systems

recsys

项亮的《推荐系统实践》的代码实现

recsys2019_deeplearning_evaluation

This is the repository of our article published in RecSys 2019 "Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches" and of several follow-up studies.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rpf

Recurrent Poisson Factorization

sae-nad

The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"

sequence-based-recommendations

sequential_recommendation

shawnsu007.github.io

social-influence-estimation-based-on-bpr

This is my graduation project.