https://github.com/CliMA/OperatorFlux.jl

Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.
https://github.com/CliMA/OperatorFlux.jl

Last synced: 3 months ago
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Operator layers for Flux.jl that allow for the construction of Neural Operator models by using Flux's API. Useful for discretization-independent spatio-temporal ML models.

• Host: GitHub
• URL: https://github.com/CliMA/OperatorFlux.jl
• Owner: CliMA
• License: apache-2.0
• Created: 2022-01-12T18:54:15.000Z (almost 3 years ago)
• Default Branch: main
• Last Pushed: 2023-09-29T02:25:40.000Z (about 1 year ago)
• Last Synced: 2024-05-22T07:35:16.620Z (6 months ago)
• Language: Julia
• Homepage:
• Size: 76.2 KB
• Stars: 10
• Watchers: 4
• Forks: 0
• Open Issues: 5
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-sciml - CliMA/OperatorFlux.jl: Operator layers for Flux.jl

README

        



  OperatorFlux.jl





  Julia implementation of neural operator-based models, with Flux.jl..



[![docsbuild][docs-bld-img]][docs-bld-url]

[![dev][docs-dev-img]][docs-dev-url]

[docs-bld-img]: https://github.com/CliMA/OperatorFlux.jl/workflows/Documentation/badge.svg

[docs-bld-url]: https://github.com/CliMA/OperatorFlux.jl/actions?query=workflow%3ADocumentation

[docs-dev-img]: https://img.shields.io/badge/docs-dev-blue.svg

[docs-dev-url]: https://CliMA.github.io/OperatorFlux.jl/dev/

## Installation instructions

Download the `OperatorFlux`

[source](https://github.com/CliMA/OperatorFlux.jl) with:

```

$ git clone https://github.com/CliMA/OperatorFlux.jl.git

```

## Contributing

If you're interested in contributing to the development of OperatorFlux.jl we want your help no matter how big or small a contribution you make! It's always great to have new people look at the code with fresh eyes: you will see errors that other developers have missed.

## UPCOMING CHANGES

[NeuralOperators.jl](https://github.com/SciML/NeuralOperators.jl) - we will unify with the SciML Operator library.