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Chapter 4: Graph Data Pipeline

(中文版) <guide_cn-data-pipeline>

DGL implements many commonly used graph datasets in apidata. They follow a standard pipeline defined in class dgl.data.DGLDataset. DGL highly recommends processing graph data into a dgl.data.DGLDataset subclass, as the pipeline provides simple and clean solution for loading, processing and saving graph data.

Roadmap

This chapter introduces how to create a custom DGL-Dataset. The following sections explain how the pipeline works, and shows how to implement each component of it.

  • guide-data-pipeline-dataset
  • guide-data-pipeline-download
  • guide-data-pipeline-process
  • guide-data-pipeline-savenload
  • guide-data-pipeline-loadogb
  • guide-data-pipeline-loadcsv

data-dataset data-download data-process data-savenload data-loadogb data-loadcsv