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CENG-532, Distributed Computing Systems Homework Solutions
A python vision code of An Attention-based Spatiotemporal LSTM Network for Next POI Recommendation
A simple application which process a large twitter data set to showcase the power of distributed processing interface MPI
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.
分布式系统期末大作业:模拟一个简单的分布式文件系统
An implementation of a deep learning recommendation model (DLRM)
Deep Spatio-Temporal Neural Network (DSTN)
Python in High Performance Computing
LGLMF: Local Geographical based Logistic Matrix Factorization Model for POI Recommendation
A Python implementation of LightFM, a hybrid recommendation algorithm.
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。
a cnn neural network for personalized POI recommendation in location-based social networks
Point Of Interest (POI) data collector script
Next location prediction based on Theano
Successive Point-of-Interest Recommendation
Implementation of the Personalized Ranking Metric Embedding for Next New POI Recommendation
Image-to-Image Translation in PyTorch
PyTorch implementations of Generative Adversarial Networks.
This is a tutorial for PyTorch Geometric on the YooChoose dataset
Classic papers and resources on recommendation
Must-read papers on Recommender System.
The implementation of "Point-of-Interest Recommendation: Exploiting Self-Attentive Autoencoders with Neighbor-Aware Influence"
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
stochastic gradient descent on matrix factorization for recommendation
A very simple distributed computing framework
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.