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Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.
LibCity: An Open Library for Traffic Prediction
Paper list in traffic prediction field
java 科学计算器
Deep model for accident risk prediction over sparse traffic data
dap 补充
Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow
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。
Pytorch implementation of GMAN.
This is the repository for the collection of Graph Neural Network for Traffic Forecasting.
AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting
《统计学习方法》的代码实现
LSTM by matlab
Predictive Power Score (PPS) in Python
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
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.
implementation of STGCN for traffic prediction in IJCAI2018
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method
Summary of open source code for deep learning models in the field of traffic prediction
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.