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Merge pull request #94 from ArnoStrouwen/canon
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canonize docs
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ChrisRackauckas committed Oct 22, 2022
2 parents f0ac626 + 87c7ca9 commit 961ee8a
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3 changes: 1 addition & 2 deletions README.md
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# NeuralOperators

[![Join the chat at https://julialang.zulipchat.com #sciml-bridged](https://img.shields.io/static/v1?label=Zulip&message=chat&color=9558b2&labelColor=389826)](https://julialang.zulipchat.com/#narrow/stream/279055-sciml-bridged)
[![Stable](https://img.shields.io/badge/docs-stable-blue.svg)](http://neuraloperators.sciml.ai/stable/)
[![Global Docs](https://img.shields.io/badge/docs-SciML-blue.svg)](https://docs.sciml.ai/dev/modules/NeuralOperators/)
[![Global Docs](https://img.shields.io/badge/docs-SciML-blue.svg)](https://docs.sciml.ai/NeuralOperators/stable/)

[![codecov](https://codecov.io/gh/SciML/NeuralOperators.jl/branch/master/graph/badge.svg)](https://codecov.io/gh/SciML/NeuralOperators.jl)
[![Build Status](https://github.com/SciML/NeuralOperators.jl/workflows/CI/badge.svg)](https://github.com/SciML/NeuralOperators.jl/actions?query=workflow%3ACI)
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2 changes: 1 addition & 1 deletion docs/make.jl
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Expand Up @@ -16,7 +16,7 @@ makedocs(bib,
sitename = "NeuralOperators.jl",
format = Documenter.HTML(;
prettyurls = get(ENV, "CI", "false") == "true",
canonical = "http://neuraloperators.sciml.ai",
canonical = "https://docs.sciml.ai/NeuralOperators/stable/",
assets = String[]),
pages = pages)

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2 changes: 1 addition & 1 deletion example/DoublePendulum/README.md
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Expand Up @@ -5,7 +5,7 @@ In is example, instead of learning from a well-described equation of motion,
we train the model with the famous dataset provided by IBM.
The equation of motion to the real experiments of double pendulum is learned by a two-dimensional Fourier neural operator.
It learns to inference the next 30 steps with the given first 30 steps.
The result of this example can be found [here](https://neuraloperators.sciml.ai/dev/assets/notebook/double_pendulum.jl.html).
The result of this example can be found [here](https://docs.sciml.ai/NeuralOperators/stable/assets/notebook/double_pendulum.jl.html).

![](gallery/result.gif)

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2 changes: 1 addition & 1 deletion example/FlowOverCircle/README.md
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# Flow over the circle

The time dependent Navier-Stokes equation is learned by the `MarkovNeuralOperator` with only one time step information.
The result of this example can be found [here](https://neuraloperators.sciml.ai/dev/assets/notebook/mno.jl.html).
The result of this example can be found [here](https://docs.sciml.ai/NeuralOperators/stable/assets/notebook/mno.jl.html).

| **Ground Truth** | **Inferenced** |
|:----------------:|:--------------:|
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2 changes: 1 addition & 1 deletion example/SuperResolution/README.md
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# Super Resolution

The time dependent Navier-Stokes equation is learned by the `MarkovNeuralOperator` with only one time step information.
The result of this example can be found [here](https://neuraloperators.sciml.ai/dev/assets/notebook/super_resolution_mno.jl.html).
The result of this example can be found [here](https://docs.sciml.ai/NeuralOperators/stable/assets/notebook/super_resolution_mno.jl.html).

Apart from just training a MNO, here, we train the model with lower resolution (96x64) and inference result with higher resolution (192x128).

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