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Tutorials v0.1 (#178)

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Tutorial update and small fixes

* Tutorials update + Tutorial FNO
* Create a metric tracker callback
* Update PINN for logging
* Update plotter for plotting
* Small fix LabelTensor
* Small fix FNO

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Co-authored-by: Dario Coscia <dariocoscia@cli-10-110-13-250.WIFIeduroamSTUD.units.it>
Co-authored-by: Dario Coscia <dariocoscia@dhcp-176.eduroam.sissa.it>
This commit is contained in:
Dario Coscia
2023-09-26 17:29:37 +02:00
committed by Nicola Demo
parent 939353f517
commit a9b1bd2826
45 changed files with 2760 additions and 1321 deletions
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tutorials/README.md vendored
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@@ -9,5 +9,6 @@ In this folder we collect useful tutorials in order to understand the principles
| Tutorial2&#160;[[.ipynb](tutorial2/tutorial.ipynb),&#160;[.py](tutorial2/tutorial.py),&#160;[.html](http://mathlab.github.io/PINA/_rst/tutorial2/tutorial.html)]| Poisson problem on regular domain using extra features | `SpatialProblem` |
| Tutorial3&#160;[[.ipynb](tutorial3/tutorial.ipynb),&#160;[.py](tutorial3/tutorial.py),&#160;[.html](http://mathlab.github.io/PINA/_rst/tutorial3/tutorial.html)]| Wave problem on regular domain using custom pytorch networks. | `SpatialProblem`, `TimeDependentProblem` |
| Tutorial4&#160;[[.ipynb](tutorial4/tutorial.ipynb),&#160;[.py](tutorial4/tutorial.py),&#160;[.html](http://mathlab.github.io/PINA/_rst/tutorial4/tutorial.html)]| Continuous Convolutional Filter usage. | `None` |
| Tutorial5&#160;[[.ipynb](tutorial5/tutorial.ipynb),&#160;[.py](tutorial5/tutorial.py),&#160;[.html](http://mathlab.github.io/PINA/_rst/tutorial5/tutorial.html)]| Fourier Neural Operator. | `AbstractProblem` |