Add derotation blogpost

[lauraporta]

Description

What is this PR

• Bug fix
• Addition of a new feature
• Other

Why is this PR needed?
Blogpost on derotation was required!

What does this PR do?
Adds the blogpost with images (linked from the docs). It's basically a summary of the readme and the user guide (key concepts).

References

https://derotation.neuroinformatics.dev/index.html

How has this PR been tested?

Built locally with sphinx-build

Is this a breaking change?

no

Does this PR require an update to the documentation?

no

Checklist:

• The code has been tested locally
• Tests have been added to cover all new functionality
• The documentation has been updated to reflect any changes
• The code has been formatted with pre-commit

[lauraporta]

Linkcheck fails due to broken links 😓

@JoeZiminski there are some datashuttle links broken, I am not sure to which pages to point them to... are they in the how to guides?

[JoeZiminski]

Hey @lauraporta thanks for flagging this, this was from a recent refactor to the documentation. I opened #164 to fix this problem

[niksirbi]

Well done @lauraporta. This is well written and it's satisfying to see how far this project has come along.

I left a few optional suggestions for you to consider.

[lauraporta]

@niksirbi thanks for the suggestions, I've made some changes including a paragraph on the scientific context behind the choice of rotating mice :)

[lauraporta]

Linkcheck fails but the link works 😭

[JoeZiminski]

Hey @lauraporta I approved with some small suggestions, looks great! It is very clear to read and the images / GIFS are really cool and bring it to life

[lauraporta]

I've applied the suggested modifications! Thank you all