continuiti

Learning function operators with neural networks.

continuiti is a Python package for deep learning on function operators with a focus on elegance and generality. It provides a unified interface for neural operators (such as DeepONet or FNO) to be used in a plug and play fashion. As operator learning is particularly useful in scientific machine learning, continuiti also includes physics-informed loss functions and a collection of relevant benchmarks.

Installation

Steps to install and requirements

Learning Operators

Basics of learning function operators

Examples

Some notebooks using continuiti

Browse the API

Full class documentation

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Last update: 2024-04-23
Created: 2024-04-23