Lift features from examples into the crate itself

[bluss]

Mostly std and roll_axis. Roll axis needs some thought, does it match numpy's interface? Should it? If not, pick other name?

See examples/ directory in the source.

[bluss]

None of these are certain to fit

• rollaxis
• convolution
• sort-axis
• std (column standardize) Std axis #486