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Example of going from CIL data containers to deep inverse "tomographywithastra" physics #34

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MargaretDuff wants to merge 12 commits intoTomographicImaging:mainfrom
MargaretDuff:cil2deepinv
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Example of going from CIL data containers to deep inverse "tomographywithastra" physics #34
MargaretDuff wants to merge 12 commits intoTomographicImaging:mainfrom
MargaretDuff:cil2deepinv

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@MargaretDuff MargaretDuff commented Mar 12, 2026

Describe your contribution

TODO:

- Scalings are still broken between the reconstructions - can't compute quantitative comparisons
- The INR DIP method is slow to compute and I should probably run for more iterations 
- One of the benefits of the INR method should be that it is scalable to any size data. I wonder if it scalable to the full dataset? I don't quite understand why I need to pass the grid size to initialise it 
- Add lots of explanation and documentation 
- Test the cil to deep inverse function on some other CIL geometries - 2D and 3D conebeam and parallel beam 

Checklist when you are ready to request a review

  • I have performed a self-review of my code
  • I have created a new folder, containing my contributions which are in the form of jupyter notebooks, with any necessary supporting python files, and a LICENSE file.
  • I have added a description of my contribution(s) to the top of my file(s)
  • If publicly available, I have added a link to the dataset used near the top of my file(s)
  • I have added the CIL version I ran with near the top of my file(s)
  • The content of this Pull Request (the Contribution) is intentionally submitted for inclusion in CIL-User-Showcase.
  • I confirm that the contribution does not violate any intellectual property rights of third parties.
  • I confirm that I have added license headers to all of the files I am contributing (with a license of my choice)
  • Change pull request label to 'Waiting for review'

Note: for an example of a contribution, where a license header, description, data link and CIL version has been added, please
see: example_contribution

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