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Introduction

PaddleSpatial is a spatial-temporal computing tool, taking advantage of the advanced spatial-temporal data mining capacities including spatial transfer learning, time series prediction and region profiling, for facilitating the development of urban computing applications.

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Installation Guide

PaddleSpatial is an open source spatial-temporal computing tool based on PaddlePaddle. The installation prerequisites and guide can be found here.

Tutorials

We provide tutorials to help you navigate the repository and start quickly.

Guide for Developers

  • To develope new functions based on the source code of PaddleSpatial, please refer to guide for developers.
  • For more details of the APIs, please refer to the documents.

Feedback and Community Support

  • Questions, reports, and suggestions are welcome through Github Issues!

License

The release of PaddleSpatial is certified by the Apache 2.0 license.

About

PaddleSpatial is an open-source spatial-temporal computing tool based on PaddlePaddle. PaddleSpatial是基于百度飞桨深度学习框架开发的时空大数据计算工具和平台,融合了百度领先的区域分割、时空迁移学习、时间序列预测等时空能力,可支持多种时空计算场景的应用。

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  • GLSL 79.6%
  • Python 12.4%
  • Jupyter Notebook 8.0%