2.0.0

Get Started

Install and Setup
A Blitz Introduction to DGL

Advanced Materials

🆕 Stochastic Training of GNNs with GraphBolt
User Guide
用户指南【包含过时信息】
사용자 가이드[시대에 뒤쳐진]
Tutorials: dgl.sparse
Training on CPUs
- CPU Best Practices
Training on Multiple GPUs
Distributed training
Paper Study with DGL

API Reference

dgl
dgl.data
dgl.dataloading
dgl.DGLGraph
dgl.distributed
dgl.function
dgl.geometry
🆕 dgl.graphbolt
dgl.nn (PyTorch)
dgl.nn (TensorFlow)
dgl.nn (MXNet)
dgl.nn.functional
dgl.ops
dgl.optim
dgl.sampling
dgl.sparse
dgl.multiprocessing
dgl.transforms
User-defined Functions

Notes

Contribute to DGL
DGL Foreign Function Interface (FFI)
Performance Benchmarks

Misc

Frequently Asked Questions (FAQ)
Environment Variables
Resources

DGL

Training on CPUs
View page source

Training on CPUs

CPU Best Practices

CPU Best Practices

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