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deerta0103's Projects

st-cgcn icon st-cgcn

Display of data sets and core code in STCGCN

st-daan icon st-daan

Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"

st-ssl icon st-ssl

The codes of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".

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Spatial Temporal Transformer Network for Skeleton-Based Activity Recognition

st-transformer icon st-transformer

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

star icon star

STAR: A Concise Deep Learning Framework for Citywide Human Mobility Prediction, MDM, 2019

stfgnn icon stfgnn

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

stg2seq icon stg2seq

Implementation of STG2Seq: Spatial-temporal Graph to Sequence Model for Multi-step Passenger Demand Forecasting

stgagrtn icon stgagrtn

This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow Forecasting.

stgcn-pytorch icon stgcn-pytorch

Paper:Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting . Implementation of spatio-temporal graph convolutional network with PyTorch

stgnn icon stgnn

The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

stnet icon stnet

Code for JAG 2022 paper "Urban informal settlements classification via a transformer-based spatial-temporal fusion network using multimodal remote sensing and time-series human activity data"

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Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecasting

sttn icon sttn

The official code for "Spatial temporal transformer networks for traffic flow forecasting"

sttn-1 icon sttn-1

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

sttn-2 icon sttn-2

PyTorch implementation of STTN (Spatial-Temporal Transformer Networks for Traffic Flow Forecasting)

sttns icon sttns

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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