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agcn-t

My data set

awesome-traffic-prediction

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

bigscity-libcity

LibCity: An Open Library for Traffic Prediction

bigscity-libcity-paperlist

Paper list in traffic prediction field

book_deeplearning_in_pytorch_source

calculator

java 科学计算器

dap

Deep model for accident risk prediction over sparse traffic data

dap-supplemental

dap 补充

dcrnn

Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

gman

Pytorch implementation of GMAN.

gnn4traffic

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

gsnet

AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting

lg-ode

lihang-code

《统计学习方法》的代码实现

lstm-matlab

LSTM by matlab

madgcn

ppscore

Predictive Power Score (PPS) in Python

pytorch-course-note

pytorch_geometric_temporal

PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)

seattle-loop-data

spatio-temporal-papers

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

stgcn

implementation of STGCN for traffic prediction in IJCAI2018

stsgcn

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

t-gcn

Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method

traffic-prediction-open-code-summary

Summary of open source code for deep learning models in the field of traffic prediction