pyg-team/pytorch_geometric 1.3.1

on GitHub

This is a minor release which is mostly distributed for official PyTorch 1.2 support. In addition, it provides minor bugfixes and the following new features:

Modules

• Non-normalized ChebConv in combination with a largest eigenvalue transform
• TAGCN
• Graph U-Net
• Node2Vec
• EdgePooling
• Alternative GMMConv formulation with separate kernels
• Alternative Top-K pooling formulation based on thresholds with examples on synthetic COLORS and TRIANGLES datasets

Datasets

• Pascal VOC 2011 with Berkeley keypoint annotations (PascalVOCKeypoints)
• DBP15K dataset
• WILLOWObjectClass dataset

Please also update related external packages via, e.g.:

$ pip install --upgrade torch-cluster