API Reference

Complete reference for all public classes and functions in AnyPINN, organized by module.

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• Core

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  Building blocks: Domain, Field, Parameter, Argument, Constraint, Problem, configuration dataclasses, collocation samplers, and data handling.

• Problems

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  ODE and PDE constraint types: ODEInverseProblem, ResidualsConstraint, DirichletBCConstraint, PDEResidualConstraint, and supporting classes.

• Lightning

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  PyTorch Lightning integration: PINNModule, callbacks for early stopping, progress bars, prediction writing, and adaptive collocation.

• CLI

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  Command-line interface reference: anypinn create, template listing, data source selection, and project scaffolding options.