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tickets/DM-32436: implement scarlet lite #25
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fix np.float deprecation
init morphology of extended sources with least the model PSF
minor bug fixes
This includes updating the Starlet class, StarletMorphology class, and the denoising function.
This is useful for merging peaks in footprints
…o incldue mask in MonotonicityConstraint
bug fix_data_box
The dimension checks have been changed from asserts to exceptions so that the mismatched input boxes are printed on error to show what the mismatch was.
This commit comtains the bulk of the updates that make scarlet lite useable. This includes utility methods, initialization methods, and updates to the LiteSource, LiteComponent, etc. to make them compatible with the new methods.
Some classes have slightly different APIs in scarlet lite, so this commit re-introduces the scarlet main property and method names to make the API more universal.
@pmelchior noticed that the major difference in runtime between ADAM and FISTA is the iteration over the proximal operators in each iteration of the fit. So changing this to 1 or 2 improves the runtime by factors of several while having little effect on the overall results. It also creates the detection image in `init_all_sources_main` to prevent the user from having to do so.
Implement scarlet lite
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