Fix package name

[charleskawczynski]

Hi @odunbar, @dburov190, and @agarbuno

We need to standardize the package name. Please check that these changes don't break any results/tests. If they don't, feel free to merge and we can push forward. Once this is configured, we can set up some automated CI, so that changes can be made more easily.

Note that I've also changed the tolerance of 1e-8 to sqrt(eps(Float64))

[tapios]

Update reference, @agarbuno?

[charleskawczynski]

Should we change this to https://arxiv.org/pdf/2001.03689.pdf?

[ali-ramadhan]

Not sure if the plan is to register this as a Julia package but the name CES.jl might get rejected as it goes against naming guidelines 1 and 4: https://julialang.github.io/Pkg.jl/v1/creating-packages/#Package-naming-guidelines-1

1 Avoid jargon. In particular, avoid acronyms unless there is minimal possibility of confusion.
4 Err on the side of clarity, even if clarity seems long-winded to you.

CalibrateEmulateSample.jl would be accepted automatically I suspect.

[charleskawczynski]

Thanks @ali-ramadhan! Good point. We'll want to change the name, but I'm not sure what the final name should be. I'm probably not the person to decide on the name. This PR just makes the naming consistent because, before, CES and Solus were both used but in different places, and I couldn't configure any tests.

[charleskawczynski]

Is CalibrateEmulateSample.jl too verbose? @agarbuno @dburov190 @odunbar

[tapios]

‘CalibrateEmulateSample.jl’ is good. You can also use ‘EnsembleKalmanSampler’ for ‘EKS’.

[tapios]

Please also change the 1e-8 to ‘sqrt(eps)’. Whatever small effect it has on results is not material. We should address such issues when we can. Github issues seem to linger for a long time before being acted upon.

[charleskawczynski]

Closes #13

[dburov190]

Seems like this does break a bit of my stuff (examples directory), hold off a little bit, I'll fix that soon and then we can merge.

[charleskawczynski]

Seems like this does break a bit of my stuff (examples directory), hold off a little bit, I'll fix that soon and then we can merge.

Let me know if there's anything I can help with.

[charleskawczynski]

@dburov190 @odunbar any updates on merging this?