waxmorph

waxmorph#

Modules

waxmorph.constants

Numerical constants shared by graph construction and Warp kernels where imported.

waxmorph.data

Normalize meshes and sample their volumes for rollout point clouds.

waxmorph.emulator

Differentiable Warp mechanics and graph diffusion for fixed-size tissue.

waxmorph.gnn

PyTorch graph-network re-exports for the default waxmorph.gnn path.

waxmorph.graph

PyTorch graph re-exports for the default waxmorph.graph path.

waxmorph.jax

Explicit JAX/Equinox backend; top-level waxmorph imports use PyTorch.

waxmorph.losses

PyTorch loss re-exports for the default waxmorph.losses path.

waxmorph.mlp

PyTorch MLP re-exports for the default waxmorph.mlp path.

waxmorph.render

Renderer interfaces for displaying 3D spheroids with morphogens.

waxmorph.simulator

Prescribed Warp mechanics, chemistry, growth, and division in model units.

waxmorph.torch

Default PyTorch backend.

Differentiable morphogenesis and shape assembly with Warp physics.

Top-level learning APIs use waxmorph.torch. Import waxmorph.jax explicitly for the JAX backend.