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Orasuka's Projects

agcrn icon agcrn

Adaptive Graph Convolutional Recurrent Network

dcrnn icon dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

dl4traffic icon dl4traffic

This is the repository for the collection of Deep Learning for Traffic Prediction Problems.

gnn4traffic icon gnn4traffic

This is the repository for the collection of Graph Neural Network for Traffic Forecasting.

graphneuralnetwork icon graphneuralnetwork

γ€Šζ·±ε…₯ζ΅…ε‡Ίε›Ύη₯žη»η½‘η»œοΌšGNNεŽŸη†θ§£ζžγ€‹ι…ε₯—代码

rgdan icon rgdan

[Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction

segrnn icon segrnn

The official repository of the SegRNN paper: "Segment Recurrent Neural Network for Long-Term Time Series Forecasting."

sgformer icon sgformer

The official implementation for NeurIPS2023 paper "SGFormer: Simplifying and Empowering Transformers for Large-Graph Representations"

sunnyweather-1 icon sunnyweather-1

An open source weather application for Android platform as the practice project in "First Line of Android" of Chapter 15.

t-gcn icon t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

tsgcn icon tsgcn

Implementation of tsGCN in our paper: Beyond Graph Convolutional Network: An Interpretable Regularizer-centered Optimization Framework, AAAI 2023.

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