stable
Notes
Installation
Introduction
Citing
Data Structures
Data Classes
Directed Unsigned Data Class
Signed Data Class (compatible with signed undirected and signed directed graphs)
Benchmark Datasets
Synthetic Data Generators
Real-World Data Loaders
Node Splitting
Edge Splitting
Directed Unsigned Edge Splitting
Signed (Directed) Edge Splitting (for link sign prediction)
Signed Directed Edge Splitting (for four/five-class link classification problem)
Case Study Examples
Case Study on Signed Networks
Case Study on Directed Networks
External Resources
External Resources - Architectures
External Resources - Synthetic Data Generators
External Resources - Real-World Data Sets
Real-World Data Set Descriptions
Directed Unsigned Real-World Data Sets
Signed Real-World Data Sets
Package Reference
PyTorch Geometric Signed Directed Models
Directed Undirected Network Models and Layers
Signed (Directed) Network Models and Layers
Auxiliary Methods and Layers
PyTorch Geometric Signed Directed Data Generators and Data Loaders
Data Classes
Data Generators
Data Loaders
PyTorch Geometric Signed Directed Utils
Task-Specific Objectives and Evaluation Methods
Utilities and Preprocessing Methods
PyTorch Geometric Signed Directed
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