pyg-team/pytorch_geometric 1.4.1

on GitHub

This release mainly focuses on torch-scatter=2.0 support. As a result, PyTorch Geometric now requires PyTorch 1.4. If you are in the process of updating to PyTorch 1.4, please ensure that you also re-install all related external packages.

Features

• Graph Diffusion Convolution
• MinCUT Pooling
• CGCNNConv
• TUDataset cleaned versions, containing only non-isomorphic graphs
• GridSampling transform
• ShapeNet dataset now comes with normals and better split options
• TriMesh conversion utilities
• ToSLIC transform for superpixel generation from images
• Re-writing of MessagePassing interface with custom aggregate methods (no API changes)

Bugfixes

• Fixed some failure modes of from_networkx.