I just opened a PR that moves our minimum supported h5py version to 2.4.0:

See the pull request description for a justification and explanation. Since this might be disruptive I wanted to raise this here to get people's attention. If you have issues with this, please reply to this thread so we can discuss the pros and cons.

-Nathan