Paper: Spell project names as they spell them

[hugovk]

• I have marked all applicable categories:
  • exception-raising fix
  • visual output fix
  • documentation modification
  • new feature
• If applicable, I have mentioned the relevant/related issue(s)

Less important but also useful:

• I have visited the source website, and in particular
  read the known issues
• I have searched through the issue tracker for duplicates
• I have mentioned version numbers, operating system and
  environment, where applicable:

  import tqdm, sys
  print(tqdm.__version__, sys.version, sys.platform)

References:

• https://jupyter.org/
• https://matplotlib.org/
• https://pandas.pydata.org/
• https://keras.io/

[codecov-io]

Codecov Report

Merging #910 into paper will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##            paper     #910   +/-   ##
=======================================
  Coverage   87.12%   87.12%           
=======================================
  Files          21       21           
  Lines        1212     1212           
  Branches      204      204           
=======================================
  Hits         1056     1056           
  Misses        138      138           
  Partials       18       18           

[casperdcl]

I prefer code versions for everything, in which case we should change Jupyter to jupyter instead...

[lrq3000]

Should be "Jupyter Notebook" as they spell it, drop "HTML"

[lrq3000]

I am agnostic to the use of either the code version or the prose version of the names, as long as the same style is consistently used. Although I have a slight preference for the prose version, since the names are written in the context of a paper, but it doesn't really make a difference in either case IMO as long as the style is consistent.

[hugovk]

My preference depends on the context: code style when writing code, or specifically talking about a command; prose style when talking about a project (how the project refers to themselves).

I agree about prose being more appropriate in the context of a paper.

[codecov-commenter]

Codecov Report

Merging #910 into paper will not change coverage.
The diff coverage is n/a.

@@           Coverage Diff           @@
##            paper     #910   +/-   ##
=======================================
  Coverage   87.12%   87.12%           
=======================================
  Files          21       21           
  Lines        1212     1212           
  Branches      204      204           
=======================================
  Hits         1056     1056           
  Misses        138      138           
  Partials       18       18