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ALMA Logo tutorial upgrades #75

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iancze opened this issue Jun 12, 2021 · 1 comment
Closed

ALMA Logo tutorial upgrades #75

iancze opened this issue Jun 12, 2021 · 1 comment
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enhancement New feature or request roadmap Planned development

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@iancze
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iancze commented Jun 12, 2021

Is your feature request related to a problem or opportunity? Please describe.
There are several features that we are/will be exploring for the HD 143006 dataset (#62 , #63 ) which probably make sense to develop for the ALMA logo dataset as well. These features could be inserted by expanding some of the existing tutorials.

Some features/discussions worthwhile adding:

  • Visualizing the Fourier plane of the resulting ALMA logo cubes
  • "Production-Ready" Python scripts in an example folder corresponding to the Logo cube
  • New priors for imaging. In particular, total squared variation, entropy, and power spectrum prior.
  • Robust exploration of cross-validation parameter ranges. Can we do better than the existing image?
  • A better discussion and exploration of how regularizer "losses" change during training. Can we include this as part of a tensorboard visualization?

Most likely these stubs will need to be further developed and sorted into new issues---this is just a conversation starter.

@iancze iancze added enhancement New feature or request roadmap Planned development labels Jun 12, 2021
@iancze iancze changed the title ALMA Logo tutorial part 2.5 ALMA Logo tutorial upgrades Jun 13, 2021
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iancze commented Jan 5, 2024

Superseded by #251

@iancze iancze closed this as completed Jan 5, 2024
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