candycc9626 Goto Github PK

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Name: Candycc9626

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Candycc9626's Projects

-next-poi

Deep learning with Next POI recommendation 80% accuraccy

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

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

asne

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

awesome-2vec

Curated list of 2vec-type embedding models

awesome-recommender-system

The collection of papers about recommender system

awesome-urban-mobility-prediction

This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.

ctle

Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction

data-mining

Some algorithms to form frequent itemsets/association rules from datasets, where many techniques, such as FP-tree, Apriori, PSO, GA, Granular computing, Central limit theorem and so on, are applied

graphembedding

Implementation and experiments of graph embedding algorithms.

graphsage

Representation learning on large graphs using stochastic graph convolutions.

hispatialcluster

Clustering spatial points with algorithm of Fast Search, high performace computing implements of CUDA or parallel in CPU, and runnable implements on python standalone or arcgis.

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity recommendations, group recommendation and community discovery tasks.