add kmeans clustering example - #734

Weird doc build failure, not something that I added

Also, based on their docs, a list type for that config should be accepted

they did just do a release...

update: yep, def has to do with the release; updated my local and now am getting the warning
https://github.com/sphinx-doc/sphinx/pull/13146/files

In this case using linear interpolation for images looks better, and you can also add an interactive covariance matrix, see if the scatter is more informative in 3D

Idk if the linear interpolation looks that much better imo

scatter looks pretty much the same in 3d

I think interactive cov is fine to add for the gallery demo but is prob too much for medium article to explain

Idk if the linear interpolation looks that much better imo

I think this looks better! Easier to see the numbers

I think interactive cov is fine to add for the gallery demo but is prob too much for medium article to explain

I think it shows off the cool features of fpl though, it shows that covariance is a good measure in this case.

I think it shows off the cool features of fpl though, it shows that covariance is a good measure in this case.

The covariance matrix is not that informative in this case, we already have an example with covariance I think for this demo it is okay to just keep it to kmeans (show people something different)

@kushalkolar should be gtg

No idea what's up with the docs deploy failure, I will try in a diff PR later