Fixes for #20 and improvements like suggested in #22

Closes #20

See merge request !11

Allow inline plotting and plotting on the the browser.

See merge request !13

Allow inline plotting and plotting on the the browser. For Jupyter notebooks we recommend inline plotting.

Documentation branch

See merge request !10

Revert code optimization which was leading to incorrect results.

See merge request !12

Docker

See merge request !2