Unsolicited feedback on docs

[sgbaird]

First, I'm excited to see the updates and interest from the community evolving! :)

Various feedback as I was going through the recent documentation:

• Edit on GitHub button would be nice
• Nice on the light vs. dark mode
• add "next" or "move to next page" buttons at the end of each page
• While looking at the landing page, it struck me that it was only text and formulas. Not saying add "color" (figures, etc.) without a good reason, but a few possibilities of things to add:
  • some kind of logo or graphical abstract in the introduction section?
  • "Figure 1" -style figure with the various functionalities that make BoFire distinct. This could also look like a code/features diagram. For example, something like Figure 1 from Olympus 2.0, though probably higher-level. This might go well in the "Experimental design" subsection
  • A classic Pareto front teaching figure for the "Multi-objective optimization" subsection
• consistency between use of "Bofire" vs. "BoFire" in text (aside from when referring to the Python package explicitly) minor capitalization fix #224 (same with BoTorch, PyTorch, etc.)
• Consider adding a "related packages" section on the landing page (or provide a link to a separate page and add it there), and clarifying what makes BoFire unique. I think it's worth mentioning Ax, Olympus (e.g., BoTorch planner, which I think is https://github.com/rileyhickman/atlas), and maybe Gauche. Maybe
• Add an "Open In Colab" badge to the top of the ipynb notebooks (at least the "Getting started" notebook). I like to verify that the main public-facing tutorial runs to completion as part of GitHub actions. See e.g., https://github.com/sparks-baird/self-driving-lab-demo/blob/0e59ea8ae6adb028b2ad550b40cc562f6d3b0f27/.github/workflows/ci.yml#L109-L113
• I like the Getting Started notebook!

p.s., I'm watching the repository's "releases" and "discussions" 🤗