Kaolin is a PyTorch library specifically designed to accelerate 3D deep learning research. It provides a comprehensive API for working with various 3D representations, including modular differentiable rendering, fast conversion utilities, a differentiable camera API, and interactive 3D visualization tools for Jupyter notebooks. The library also includes GPU-optimized operations for physics simulation and gaussian splatting.