<!-- Be sure you are following the instructions in the dev guidelines
http://www.numpy.org/devdocs/dev/gitwash/development_workflow.html -->

<!-- Include a properly formatted commit message
http://www.numpy.org/devdocs/dev/gitwash/development_workflow.html#writing-the-commit-message -->

<!-- Please be sure you are following the instructions in the dev guidelines
http://www.numpy.org/devdocs/dev/gitwash/development_workflow.html
-->

<!-- We'd appreciate it if your commit message is properly formatted
http://www.numpy.org/devdocs/dev/gitwash/development_workflow.html#writing-the-commit-message
-->

Make fixes requested by @rgommers
Make fixes requested by @rgommers

Also wrap lines to make selecting links easier