traffic-forecasting topic

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

aprbw

LibCity: An Open Library for Urban Spatial-temporal Data Mining

LibCity

Paper list in traffic prediction field

LibCity

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.

Knowledge-Precipitation-Tribe

Some TrafficFlowForecasting Solutions(交通流量预测解决方案)

xiaoxiong74

Traffic Graph Convolutional Recurrent Neural Network

zhiyongc

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

Coolgiserz

A Standard and Fair Time Series Forecasting Benchmark and Toolkit.

zezhishao

[CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting" based on Pytorch.

juyongjiang

ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction

Echo-Ji