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ad-hoc

CENG-532, Distributed Computing Systems Homework Solutions

an-attention-based-spatiotemporal-lstm-network-for-next-poi-recommendation

A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation

bigdata-processing-using-distributed-computing-mpi

A simple application which process a large twitter data set to showcase the power of distributed processing interface MPI

deepmatch

A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors for user and item which can be used for ANN search.

distributed-computing-uber-project

distributed-file-system

分布式系统期末大作业：模拟一个简单的分布式文件系统

dlrm

An implementation of a deep learning recommendation model (DLRM)

dstn

Deep Spatio-Temporal Neural Network (DSTN)

fpmc-lr

hpc-python

Python in High Performance Computing

lglmf

LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation

lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

mf-with-prior-and-updates

online-judge-recommendation

本系统是基于物品（item-based）的系统过滤算法。协同过滤推荐技术被认为是推荐系统算法中应用最为成功的技术之一。它通常采用最近邻（K-Nearest-Neighbor， KNN）算法，利用用户的历史记录来计算用户之间的距离，然后利用目标用户的最近邻用户对物品评价来预测目标用户对其他未评价物品的感兴趣程度，系统从而根据这一感兴趣程度来对目标用户进行推荐。

poi-recommendation

a cnn neural network for personalized POI recommendation in location-based social networks

poi-recommendation-1

poi-retriever

Point Of Interest (POI) data collector script

point-of-interest-recommendation

Next location prediction based on Theano

poirec

Successive Point-of-Interest Recommendation

prme

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

pvldb17code

pytorch-cyclegan-and-pix2pix

Image-to-Image Translation in PyTorch

pytorch-gan

PyTorch implementations of Generative Adversarial Networks.

pytorch-geometric-yoochoose

This is a tutorial for PyTorch Geometric on the YooChoose dataset

reco-papers

Classic papers and resources on recommendation

rspapers

Must-read papers on Recommender System.

sae-nad

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

sds-course-project

复旦大数据学院课程作业：人工智能，分布式系统，自然语言处理，高级大数据解析，计算机网络

sgdmf

stochastic gradient descent on matrix factorization for recommendation

sim-dist

A very simple distributed computing framework