Better summary plot for lightcurve-analysis

[tsunhopang]

Updating the best fit plots to be more informative.

Example plots can be found at https://enlil.gw.physik.uni-potsdam.de/~ppang/Bu2023Ye_uniform_lightcurves/

The best-fit plots are created per filter, and the chi2 per data point is plotted with the total chi2 shown in the title.

[mcoughlin]

@tsunhopang these are looking better. Are we still going to have a single plot where all of these are shown in one panel, as you would want to show on a website or even a paper?

[tsunhopang]

@mcoughlin I am a bit indecisive about this. For publications, we always have to remake the plots for styling, etc. And for diagnosis, it is better to have a detailed look at each panel. However, I think having a summary HTML is a good middle ground. Lemme work on that.

[mcoughlin]

@Theodlz i am wondering what might work best for us, given desire for a display in SkyPortal. Could we handle multiple figures?

@tsunhopang We have benefited from the nice representation sncosmo has for the light curve fits, that single panel is very effective at showing fit quality in one look.

[tsunhopang]

@mcoughlin I see, lemme combine the plots then

[mcoughlin]

@tsunhopang did you end up combining the plots?

[tsunhopang]

I am still working on the geometry of the figure

[mcoughlin]

@tsunhopang any luck?

[tsunhopang]

@mcoughlin , what do you think about this figure? If all good, I will clean up the code a bit and merge it

[mcoughlin]

@tsunhopang beautiful.

[tsunhopang]

@mcoughlin could you approve it?

[mcoughlin]

LGTM