diff --git a/docs/source/examples.rst b/docs/source/examples.rst index 353d7c3dd..a823839b5 100644 --- a/docs/source/examples.rst +++ b/docs/source/examples.rst @@ -84,3 +84,22 @@ The `Criteo dataset `_. + +Graphs, Meshes and Point Clouds +------------------------------- + +MoleculeNet +^^^^^^^^^^^ +`MoleculeNet `_ is a benchmark specially designed for testing machine learning methods of +molecular properties. You can find an implementation of the +`HIV dataset with DataPipes in PyTorch Geometric `_, +which includes converting SMILES strings into molecular graph representations. + +Princeton ModelNet +^^^^^^^^^^^^^^^^^^ + +The Princeton ModelNet project provides a comprehensive and clean collection of 3D CAD models across various object types. +You can find an implementation of the +`ModelNet10 dataset with DataPipes in PyTorch Geometric `_, +which includes reading in meshes via `meshio `_, and sampling of points from object surfaces and dynamic +graph generation via `PyG's functional transformations `_.