DGL
0.5.x
Get Started
Install DGL
Working with different backends
DGL at a Glance
User Guide
Chapter 1: Graph
Chapter 2: Message Passing
Chapter 3: Building GNN Modules
Chapter 4: Graph Data Pipeline
Chapter 5: Training Graph Neural Networks
Chapter 6: Stochastic Training on Large Graphs
Chapter 7: Distributed Training
API Reference
dgl
dgl.data
dgl.dataloading
dgl.DGLGraph
dgl.distributed
dgl.function
dgl.nn
dgl.ops
dgl.sampling
User-defined Functions
Model Tutorials
Graph neural networks and its variants
Batching many small graphs
Generative models
Revisit classic models from a graph perspective
Developer Notes
Contribute to DGL
DGL Foreign Function Interface (FFI)
Misc
FAQ
Environment Variables
Resources
DGL
»
API Reference
Edit on GitHub
API Reference
ΒΆ
dgl
Graph Create Ops
Subgraph Extraction Ops
Graph Transform Ops
Batching and Reading Out Ops
Adjacency Related Utilities
Traversals
Utilities
dgl.data
Base Dataset Class
Node Prediction Datasets
Edge Prediction Datasets
Graph Prediction Datasets
Utilities
dgl.dataloading
DataLoaders
Neighbor Sampler
Negative Samplers for Link Prediction
dgl.DGLGraph
Querying metagraph structure
Querying graph structure
Querying and manipulating sparse format
Querying and manipulating node/edge ID type
Using Node/edge features
Transforming graph
Adjacency and incidence matrix
Computing with DGLGraph
Querying batch summary
Mutating topology
Device Control
Misc
dgl.distributed
Initialization
Distributed Graph
Distributed Tensor
Distributed Embedding
Distributed workload split
Distributed Sampling
Partition
dgl.function
DGL Built-in Function
Message functions
Reduce functions
dgl.nn
NN Modules (PyTorch)
NN Modules (MXNet)
NN Modules (Tensorflow)
dgl.ops
GSpMM functions
GSDDMM functions
Edge Softmax module
Relation with Message Passing APIs
dgl.sampling
Random walk
Neighbor sampling
User-defined Functions
Edge-wise User-defined Function
Node-wise User-defined Function
Degree Bucketing for Message Passing with User Defined Functions
Read the Docs
v: 0.5.x
Versions
latest
0.5.x
0.4.x
0.3.x
0.2.x
0.1.x
Downloads
On Read the Docs
Project Home
Builds