Geometric Models Guide

Coming Soon

This guide is being developed. Check back for comprehensive geometric modeling documentation.

Overview

Learn about geometric deep learning in Artifex:

• Point cloud processing
• Graph neural networks
• SE(3) equivariant networks
• Mesh generation

Related Documentation

• Point Clouds
• Protein Modeling
• Extensions Guide

Key Concepts

Point Clouds

Unordered sets of 3D points with optional features.

Equivariance

Networks that respect geometric symmetries.

Graph Networks

Message passing on molecular and structural graphs.