phynexis.ml.shape

ML-based shape representations using neural network fields. Provides signed distance functions (SDF) and Laplace fields for geometry representation, surface extraction, and point cloud fitting.

Classes

Class	Description
NetField	Base class for neural-network field representations
NetSDF	Neural network-based signed distance function
NetLaplace	Neural network-based Laplace field with PDE verification
CodedNetSDF	SDF with latent code conditioning
CodedNetLaplace	Laplace field with latent code conditioning
LaplaceConfig	Training and extraction configuration
FieldType	Field type enumeration (SDF / Laplace)

C++ Namespace

phynexis::ml::shape