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xiaohesoft's Projects

astgcn-r-pytorch icon astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

at-conv-lstm icon at-conv-lstm

A Hybrid Deep Learning Model with Attention based ConvLSTM Networks for Short-Term Traffic Flow Prediction

class-notes icon class-notes

全部算法课讲解知识点提纲、题目汇总、PPT合集、学前必读、学习规划

dcrnn_pytorch icon dcrnn_pytorch

Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch

dl4traffic icon dl4traffic

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

stden icon stden

Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).

stdensenet icon stdensenet

Source code of Citywide Cellular Traffic Prediction Based on Densely Connected Convolutional Neural Networks

stfgnn icon stfgnn

Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)

stsgcn icon stsgcn

AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting

sttn icon sttn

paper : <Spatial-Temporal Transformer Networks for Traffic Flow Forecasting>

t-gcn icon t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

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