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ML tutorials: FFNN, torch->heyoka, differentiable drag #151

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merged 18 commits into from
Nov 28, 2023

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Sceki
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@Sceki Sceki commented Nov 27, 2023

This PR aims at:

  • cleaning up a bit the ML tutorials, separating a FFNN tutorial from its application to dynamical systems
  • creating a tutorial on how to port models from torch
  • differentiable drag tutorial (stay tuned :)) --> this also includes Cartesian to geodetic transformation

@Sceki Sceki marked this pull request as draft November 27, 2023 14:21
@Sceki Sceki marked this pull request as ready for review November 28, 2023 01:21
@bluescarni
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@Sceki thanks for the PR! There are some failures in the CI which are not related to the new notebooks, I will need to sort them out.

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Sceki commented Nov 28, 2023

@bluescarni Ahh! Makes sense :) I was trying to understand why this mpp issue was appearing here and not in the push you made in the main

@bluescarni
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@bluescarni Ahh! Makes sense :) I was trying to understand why this mpp issue was appearing here and not in the push you made in the main

yep the usual random breakage with dependency versions...

@Sceki Sceki changed the title ML tutorials: FFNN, torch->heyoka, differentiable drag (WIP) ML tutorials: FFNN, torch->heyoka, differentiable drag Nov 28, 2023
@darioizzo
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@bluescarni this is good to go for me. @Sceki give it a last read and confirm (or push last mods). Then if the CI passes can be merged.

@darioizzo darioizzo changed the title (WIP) ML tutorials: FFNN, torch->heyoka, differentiable drag ML tutorials: FFNN, torch->heyoka, differentiable drag Nov 28, 2023
@Sceki
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Sceki commented Nov 28, 2023

@bluescarni Good to go as far as I am concerned!

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@Sceki looking great, thanks a lot!

@bluescarni bluescarni merged commit 697a5eb into bluescarni:main Nov 28, 2023
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@Sceki Sceki deleted the ml_tutorials branch November 29, 2023 09:56
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3 participants