API

continuiti is a Python package for machine learning on function operators.

The package is structured into the following modules:

Benchmarks

Benchmarks for testing operator architectures.

Data

Data sets and data utility functions.

Discrete

Discretization utilities like samplers.

Networks

Neural network implementations.

Operators

Neural operator implementations.

PDE

Loss functions for physics-informed training.

Trainer

Default training loop for operator models.

Transforms

Transformations for operator inputs/outputs.

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Last update: 2024-08-20
Created: 2024-08-20