346644054

Awesome-Traffic-Prediction

Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.

Bigscity-LibTraffic-Datasets

Traffic data processing tools in LibTraffic

deep_learning

吴恩达深度学习python代码（完结）

DL4Traffic

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

LMST3DResnet

Multiple local 3D CNNs for region-based prediction in smart cities

NeurIPS2022-OpenReviewData

pytorch_classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

ST-3DGMR

ST-3DMDDN

Paper: Deep Spatio-temporal 3D Dilated Dense Neural Network For Traffic Flow Prediction

ST3DNet

Deep Spatial–Temporal 3D Convolutional Neural Networks for Traffic Data Forecasting, TITS 2019

346644054/ST-3DGMR

346644054/ST-3DMDDN

Paper: Deep Spatio-temporal 3D Dilated Dense Neural Network For Traffic Flow Prediction

346644054/NeurIPS2022-OpenReviewData

346644054/ST-AE

346644054/Brain-Tumor-Segmentation-Framework-with-Deep-Nuanced-Reasoning-and-Swin-T

346644054/CAMul

346644054/Deep-NYC-Taxi-Bike

346644054/DeepSEED-3D-ConvNets-for-Pulmonary-Nodule-Detection

DeepSEED: 3D Squeeze-and-Excitation Encoder-Decoder ConvNets for Pulmonary Nodule Detection

346644054/Disentangled_ST_VAE

Measuring disentangled generative spatio-temporal representation

346644054/EAST-Net

[AAAI'22] Event-Aware Multimodal Mobility Nowcasting

346644054/GAN-flow

346644054/IrConv-LSTM

346644054/MADNN

346644054/Master-Arbeit

346644054/MG-TAR

[IEEE T-ITS] MG-TAR: Multi-view Graph Convolutional Networks for Traffic Accident Risk Prediction

346644054/MRC-MLRU

Traffic Flow Prediction

346644054/Multistep-Traffic-Forecasting-by-Dynamic-Graph-Convolution

Multistep Traffic Forecasting by Dynamic Graph Convolution: Interpretations of Real-Time Spatial Correlations

346644054/NeurIPS2021-traffic4cast

Code accompanying our NeurIPS 2021 traffic4cast challenge

346644054/PGECRN

346644054/RPConvformer

Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling

346644054/SA-Det3D

SA-Det3D: Self-attention based Context-Aware 3D Object Detection [ICCV-AvVision-2021]

346644054/SPTMN

346644054/ST-ResNet

Implementation of the paper - Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction

346644054/STTN-2

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

346644054/T-GCN

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

346644054/TAMP_S2GCNets

346644054/TaxiCQ

This is a public dataset for traffic prediction

346644054/TrafficFlowPrediction-1

346644054/travel

Traffic accident prediction using graph neural networks

346644054/UNetPlusPlus

[IEEE TMI] Official Implementation for UNet++